From 0918e3fc16dd77d7614fbc538eafad3e252162f9 Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Tue, 9 Jul 2024 16:13:24 -0700 Subject: [PATCH 01/11] added voxel observation supports and voxelization codes --- mani_skill/envs/sapien_env.py | 15 ++ .../envs/utils/observations/__init__.py | 1 + .../envs/utils/observations/observations.py | 95 +++++++ .../envs/utils/observations/voxelizer.py | 238 ++++++++++++++++++ 4 files changed, 349 insertions(+) create mode 100644 mani_skill/envs/utils/observations/voxelizer.py diff --git a/mani_skill/envs/sapien_env.py b/mani_skill/envs/sapien_env.py index 813f429a1..21746e80f 100644 --- a/mani_skill/envs/sapien_env.py +++ b/mani_skill/envs/sapien_env.py @@ -23,6 +23,7 @@ from mani_skill.envs.utils.observations import ( sensor_data_to_pointcloud, sensor_data_to_rgbd, + sensor_data_to_voxel ) from mani_skill.sensors.base_sensor import BaseSensor, BaseSensorConfig from mani_skill.sensors.camera import ( @@ -66,6 +67,8 @@ class BaseEnv(gym.Env): sensor_cfgs (dict): configurations of sensors. See notes for more details. + obs_mode_config (dict): configuration hyperparameters of observations. See notes for more details. + human_render_camera_cfgs (dict): configurations of human rendering cameras. Similar usage as @sensor_cfgs. robot_uids (Union[str, BaseAgent, List[Union[str, BaseAgent]]]): List of robots to instantiate and control in the environment. @@ -120,6 +123,8 @@ class BaseEnv(gym.Env): """all sensor configurations parsed from self._sensor_configs and agent._sensor_configs""" _agent_sensor_configs: Dict[str, BaseSensorConfig] """all agent sensor configs parsed from agent._sensor_configs""" + _obs_mode_config: Dict + """configurations for converting sensor data to observations under the current observation mode (e.g. voxel size and scene bounds for voxel observations)""" _human_render_cameras: Dict[str, Camera] """cameras used for rendering the current environment retrievable via `env.render_rgb_array()`. These are not used to generate observations""" _default_human_render_camera_configs: Dict[str, CameraConfig] @@ -146,6 +151,7 @@ def __init__( shader_dir: str = "default", enable_shadow: bool = False, sensor_configs: dict = None, + obs_mode_config: dict = None, human_render_camera_configs: dict = None, robot_uids: Union[str, BaseAgent, List[Union[str, BaseAgent]]] = None, sim_cfg: Union[SimConfig, dict] = dict(), @@ -156,6 +162,7 @@ def __init__( self.num_envs = num_envs self.reconfiguration_freq = reconfiguration_freq if reconfiguration_freq is not None else 0 self._reconfig_counter = 0 + self._obs_mode_config = obs_mode_config self._custom_sensor_configs = sensor_configs self._custom_human_render_camera_configs = human_render_camera_configs self._parallel_gui_render_enabled = parallel_gui_render_enabled @@ -417,6 +424,14 @@ def get_obs(self, info: Dict = None): obs = sensor_data_to_rgbd(obs, self._sensors, rgb=True, depth=False, segmentation=True) elif self.obs_mode == "pointcloud": obs = sensor_data_to_pointcloud(obs, self._sensors) + elif self.obs_mode == "voxel": + # assert on _obs_mode_config here, and pass them to the convertion function + assert self._obs_mode_config != None, "You mush pass in configs in voxel observation mode via obs_mode_config keyword arg in gym.make(). See the Maniskill docs for details. No such config detected." + assert "voxel_size" in self._obs_mode_config.keys(), "Lacking voxel_size (voxel size) in observation configs" + assert "coord_bounds" in self._obs_mode_config.keys(), "Lacking coord_bounds (coordinate bounds) in observation configs" + assert "device" in self._obs_mode_config.keys(), "Lacking device (device for voxelizations) in observation configs" + assert "segmentation" in self._obs_mode_config.keys(), "Lacking segmentation (a boolean indicating whether including voxel segmentations) in observation configs" + obs = sensor_data_to_voxel(obs, self._sensors, self._obs_mode_config) else: raise NotImplementedError(self._obs_mode) return obs diff --git a/mani_skill/envs/utils/observations/__init__.py b/mani_skill/envs/utils/observations/__init__.py index df4447b22..c5e70ef94 100644 --- a/mani_skill/envs/utils/observations/__init__.py +++ b/mani_skill/envs/utils/observations/__init__.py @@ -1 +1,2 @@ from .observations import * +from .voxelizer import * diff --git a/mani_skill/envs/utils/observations/observations.py b/mani_skill/envs/utils/observations/observations.py index 51abbeb27..89a6de3b6 100644 --- a/mani_skill/envs/utils/observations/observations.py +++ b/mani_skill/envs/utils/observations/observations.py @@ -113,3 +113,98 @@ def sensor_data_to_pointcloud(observation: Dict, sensors: Dict[str, BaseSensor]) # observation["pointcloud"]["segmentation"].numpy().astype(np.uint16) # ) return observation + +def sensor_data_to_voxel( + observation: Dict, + sensors: Dict[str, BaseSensor], + obs_mode_config: Dict + ): + """convert all camera data in sensor to voxel grid""" + sensor_data = observation["sensor_data"] + camera_params = observation["sensor_param"] + coord_bounds = obs_mode_config["coord_bounds"] # [x_min, y_min, z_min, x_max, y_max, z_max] - the metric volume to be voxelized + voxel_size = obs_mode_config["voxel_size"] # size of the voxel grid (assuming cubic) + device = obs_mode_config["device"] # device on which doing voxelization + seg = obs_mode_config["segmentation"] # device on which doing voxelization + pcd_rgb_observations = dict() + + # Collect all cameras' observations + for (cam_uid, images), (sensor_uid, sensor) in zip( + sensor_data.items(), sensors.items() + ): + assert cam_uid == sensor_uid + if isinstance(sensor, Camera): + cam_data = {} + + # Extract point cloud and segmentation data + images: Dict[str, torch.Tensor] + position = images["PositionSegmentation"] + if seg: + segmentation = position[..., 3].clone() + position = position.float() + position[..., 3] = 1 # convert to homogeneious coordinates + position[..., :3] = ( + position[..., :3] / 1000.0 + ) # convert the raw depth from millimeters to meters + + # Convert to world space position and update camera data + cam2world = camera_params[cam_uid]["cam2world_gl"] + xyzw = position.reshape(position.shape[0], -1, 4) @ cam2world.transpose( + 1, 2 + ) + xyz = xyzw[..., :3] / xyzw[..., 3].unsqueeze(-1) # dehomogeneize + cam_data["xyz"] = xyz + if seg: + cam_data["seg"] = segmentation.reshape(segmentation.shape[0], -1, 1) + + # Extract rgb data + if "Color" in images: + rgb = images["Color"][..., :3].clone() + rgb = rgb / 255 # convert to range [0, 1] + cam_data["rgb"] = rgb.reshape(rgb.shape[0], -1, 3) + + pcd_rgb_observations[cam_uid] = cam_data + + # just free sensor_data to save memory + for k in pcd_rgb_observations.keys(): + del observation["sensor_data"][k] + + # merge features from different cameras together + pcd_rgb_observations = common.merge_dicts(pcd_rgb_observations.values()) + for key, value in pcd_rgb_observations.items(): + pcd_rgb_observations[key] = torch.concat(value, axis=1) + + # prepare features for voxel convertions + xyz_dev = pcd_rgb_observations["xyz"].to(device) + rgb_dev = pcd_rgb_observations["rgb"].to(device) + if seg: + seg_dev = pcd_rgb_observations["seg"].to(device) + coord_bounds = torch.tensor(coord_bounds, device=device).unsqueeze(0) + batch_size = xyz_dev.shape[0] + max_num_coords = rgb_dev.shape[1] + vox_grid = VoxelGrid( + coord_bounds=coord_bounds, + voxel_size=voxel_size, + device=device, + batch_size=batch_size, + feature_size=3, + max_num_coords=max_num_coords, + ) + + # convert to the batched voxel grids + # voxel 11D features contain: 3 (pcd xyz coordinates) + 3 (rgb) + 3 (voxel xyz indices) + 1 (seg id if applicable) + 1 (occupancy) + if seg: # add voxel segmentations + voxel_grid = vox_grid.coords_to_bounding_voxel_grid(xyz_dev, + coord_features=rgb_dev, + coord_bounds=coord_bounds, + clamp_vox_id=True, + pcd_seg=seg_dev) + else: # no voxel segmentation + voxel_grid = vox_grid.coords_to_bounding_voxel_grid(xyz_dev, + coord_features=rgb_dev, + coord_bounds=coord_bounds, + clamp_vox_id=False) + + # update voxel grids to the observation dict + observation["voxel_grid"] = voxel_grid + return observation \ No newline at end of file diff --git a/mani_skill/envs/utils/observations/voxelizer.py b/mani_skill/envs/utils/observations/voxelizer.py new file mode 100644 index 000000000..8a0eac7c4 --- /dev/null +++ b/mani_skill/envs/utils/observations/voxelizer.py @@ -0,0 +1,238 @@ +# Modified from https://github.com/stepjam/ARM/blob/main/arm/c2farm/voxel_grid.py +from functools import reduce as funtool_reduce +from operator import mul + +import torch +from torch import nn, einsum +import torch.nn.functional as F + +MIN_DENOMINATOR = 1e-12 +INCLUDE_PER_VOXEL_COORD = False + + +class VoxelGrid(nn.Module): + + def __init__(self, + coord_bounds, + voxel_size: int, + device, + batch_size, + feature_size, + max_num_coords: int,): + super(VoxelGrid, self).__init__() + self._device = device + self._voxel_size = voxel_size + self._voxel_shape = [voxel_size] * 3 + self._voxel_d = float(self._voxel_shape[-1]) + self._voxel_feature_size = 4 + feature_size + self._voxel_shape_spec = torch.tensor(self._voxel_shape, + device=device).unsqueeze( + 0) + 2 # +2 because we crop the edges. + self._coord_bounds = torch.tensor(coord_bounds, dtype=torch.float, + device=device).unsqueeze(0) + max_dims = self._voxel_shape_spec[0] + self._total_dims_list = torch.cat( + [torch.tensor([batch_size], device=device), max_dims, + torch.tensor([4 + feature_size], device=device)], -1).tolist() + self._ones_max_coords = torch.ones((batch_size, max_num_coords, 1), + device=device) + self._num_coords = max_num_coords + + shape = self._total_dims_list + + self._result_dim_sizes = torch.tensor( + [funtool_reduce(mul, shape[i + 1:], 1) for i in range(len(shape) - 1)] + [ + 1], device=device) + flat_result_size = funtool_reduce(mul, shape, 1) + + self._initial_val = torch.tensor(0, dtype=torch.float, + device=device) + self._flat_output = torch.ones(flat_result_size, dtype=torch.float, + device=device) * self._initial_val + self._arange_to_max_coords = torch.arange(4 + feature_size, + device=device) + self._flat_zeros = torch.zeros(flat_result_size, dtype=torch.float, + device=device) + + self._const_1 = torch.tensor(1.0, device=device) + self._batch_size = batch_size + + # Coordinate Bounds: + self._bb_mins = self._coord_bounds[..., 0:3] + bb_maxs = self._coord_bounds[..., 3:6] + bb_ranges = bb_maxs - self._bb_mins + + # get voxel dimensions. 'DIMS' mode + self._dims = dims = self._voxel_shape_spec.int() # the number of voxels for each dimension after padding + self._dims_orig = dims_orig = self._voxel_shape_spec.int() - 2 # voxel number for each dimension before padding + self._dims_m_one = (dims - 1).int() # upper voxel index bounds + + # BS x 1 x 3 + self._res = bb_ranges / (dims_orig.float() + MIN_DENOMINATOR) + self._res_minis_2 = bb_ranges / (dims.float() - 2 + MIN_DENOMINATOR) + + self._voxel_indicy_denmominator = self._res + MIN_DENOMINATOR + self._dims_m_one_zeros = torch.zeros_like(self._dims_m_one) # lower voxel index bounds (0) + + batch_indices = torch.arange(self._batch_size, dtype=torch.int, + device=device).view(self._batch_size, 1, 1) + self._tiled_batch_indices = batch_indices.repeat( + [1, self._num_coords, 1]) + + w = self._voxel_shape[0] + 2 + arange = torch.arange(0, w, dtype=torch.float, device=device) + self._index_grid = torch.cat([ + arange.view(w, 1, 1, 1).repeat([1, w, w, 1]), + arange.view(1, w, 1, 1).repeat([w, 1, w, 1]), + arange.view(1, 1, w, 1).repeat([w, w, 1, 1])], dim=-1).unsqueeze( + 0).repeat([self._batch_size, 1, 1, 1, 1]) + + def _broadcast(self, src: torch.Tensor, other: torch.Tensor, dim: int): + if dim < 0: + dim = other.dim() + dim + if src.dim() == 1: + for _ in range(0, dim): + src = src.unsqueeze(0) + for _ in range(src.dim(), other.dim()): + src = src.unsqueeze(-1) + src = src.expand_as(other) + return src + + def _scatter_mean(self, src: torch.Tensor, index: torch.Tensor, out: torch.Tensor, + dim: int = -1): + # scatter pcd features to voxel features by taking the mean + out = out.scatter_add_(dim, index, src) + + index_dim = dim + if index_dim < 0: + index_dim = index_dim + src.dim() + if index.dim() <= index_dim: + index_dim = index.dim() - 1 + + ones = torch.ones(index.size(), dtype=src.dtype, device=src.device) + out_count = torch.zeros(out.size(), dtype=out.dtype, device=out.device) + out_count = out_count.scatter_add_(index_dim, index, ones) + out_count.clamp_(1) + count = self._broadcast(out_count, out, dim) + if torch.is_floating_point(out): + out.true_divide_(count) + else: + out.floor_divide_(count) + return out + + def _scatter_nd(self, indices, updates): + # scatter the array of voxel indices and values to the voxel grid + indices_shape = indices.shape + num_index_dims = indices_shape[-1] + flat_updates = updates.view((-1,)) + indices_scales = self._result_dim_sizes[0:num_index_dims].view( + [1] * (len(indices_shape) - 1) + [num_index_dims]) + indices_for_flat_tiled = ((indices * indices_scales).sum( + dim=-1, keepdims=True)).view(-1, 1).repeat( + *[1, self._voxel_feature_size]) + + implicit_indices = self._arange_to_max_coords[ + :self._voxel_feature_size].unsqueeze(0).repeat( + *[indices_for_flat_tiled.shape[0], 1]) + indices_for_flat = indices_for_flat_tiled + implicit_indices + flat_indices_for_flat = indices_for_flat.view((-1,)).long() + + flat_scatter = self._scatter_mean( + flat_updates, flat_indices_for_flat, + out=torch.zeros_like(self._flat_output)) + return flat_scatter.view(self._total_dims_list) + + def _clamp_voxel_seg_grid(self, voxel_indices: torch.Tensor, pcd_seg: torch.Tensor, voxel_size: int): + # clamp point cloud segmentations to voxel segmentations + B, _, _ = voxel_indices.shape + dims = torch.tensor([voxel_size] * 3, device=voxel_indices.device).int() + flat_voxel_indices = voxel_indices[..., 0] * (dims[1] * dims[2]) + voxel_indices[..., 1] * dims[2] + voxel_indices[..., 2] + flat_voxel_indices = flat_voxel_indices.view(B, -1) + + # Create a tensor to record voxel classes + num_classes = pcd_seg.max().item() + 1 + class_counts = torch.zeros(B, voxel_size * voxel_size * voxel_size, num_classes, device=voxel_indices.device, dtype=torch.float) + + # Create one-hot encodings of class indices + one_hot_class_indices = F.one_hot(pcd_seg.long(), num_classes=num_classes).float() + one_hot_class_indices = one_hot_class_indices.squeeze(2) + + # Add one-hot encodings to the class counts based on voxel indices + class_counts.scatter_add_(1, flat_voxel_indices.unsqueeze(-1).expand(-1, -1, num_classes).to(torch.int64), + one_hot_class_indices) + + # Find the class with the maximum count in each voxel + class_counts = class_counts.view(B, voxel_size, voxel_size, voxel_size, num_classes) + voxel_class_indices = class_counts.argmax(dim=-1).unsqueeze(-1) + return voxel_class_indices # [B, voxel_size, voxel_size, voxel_size, 1] + + def coords_to_bounding_voxel_grid(self, coords: torch.Tensor, coord_features=None, + coord_bounds=None, clamp_vox_id=False, pcd_seg=None): + # converting a batch of pcds with its features to a batch of voxels + voxel_indicy_denmominator = self._voxel_indicy_denmominator + res, bb_mins = self._res, self._bb_mins + if coord_bounds is not None: + bb_mins = coord_bounds[..., 0:3] + bb_maxs = coord_bounds[..., 3:6] + bb_ranges = bb_maxs - bb_mins + res = bb_ranges / (self._dims_orig.float() + MIN_DENOMINATOR) # reduce res so that farthest-side edge points can be clipped + voxel_indicy_denmominator = res + MIN_DENOMINATOR + bb_mins_shifted = bb_mins - res + floor = torch.floor( # use back-shifted bb_min so that 0-side edge points can be clipped + (coords - bb_mins_shifted.unsqueeze(1)) / voxel_indicy_denmominator.unsqueeze(1)).int() + + # get voxel indices before clipping (ranging [0, self._voxel_size+1]) + voxel_indices = torch.min(floor, self._dims_m_one) # clip into the maximal voxel index bounds + voxel_indices = torch.max(voxel_indices, self._dims_m_one_zeros) # clip into the minimal voxel index bounds ((0,0,0)) + + # global-coordinate point cloud (x, y, z) + voxel_values = coords + + # rgb values (R, G, B) + if coord_features is not None: + voxel_values = torch.cat([voxel_values, coord_features], -1) # concat rgb values (B, 128, 128, 3) + + # coordinates to aggregate over + _, num_coords, _ = voxel_indices.shape + all_indices = torch.cat([ # tile voxel index with batch index, so that different scenes in different batches don't mix + self._tiled_batch_indices[:, :num_coords], voxel_indices], -1) + + # count point cloud occupancy + voxel_values_pruned_flat = torch.cat( + [voxel_values, self._ones_max_coords[:, :num_coords]], -1) + + # scatter to get the voxel grid + scattered = self._scatter_nd( + all_indices.view([-1, 1 + 3]), + voxel_values_pruned_flat.view(-1, self._voxel_feature_size)) # 3+4=7 + vox = scattered[:, 1:-1, 1:-1, 1:-1] # clip the edges + if INCLUDE_PER_VOXEL_COORD: + res_expanded = res.unsqueeze(1).unsqueeze(1).unsqueeze(1) + res_centre = (res_expanded * self._index_grid) + res_expanded / 2.0 + coord_positions = (res_centre + bb_mins_shifted.unsqueeze( + 1).unsqueeze(1).unsqueeze(1))[:, 1:-1, 1:-1, 1:-1] # compute each voxel's 3d position + vox = torch.cat([vox[..., :-1], coord_positions, vox[..., -1:]], -1) + + # occupancy grid + occupied = (vox[..., -1:] > 0).float() + vox = torch.cat([ + vox[..., :-1], occupied], -1) + + # hard normalized voxel-location position encoding + vox = torch.cat( + [vox[..., :-1], self._index_grid[:, :-2, :-2, :-2] / self._voxel_d, + vox[..., -1:]], -1) + + # add clamped voxel id if applicable + if clamp_vox_id: + assert pcd_seg != None, "Please provide the point cloud segmentations for clamping to voxel segmentations" + vox_seg_grid = self._clamp_voxel_seg_grid(voxel_indices, pcd_seg, self._voxel_size+2) + vox_seg_grid = vox_seg_grid[:, 1:-1, 1:-1, 1:-1] + vox = torch.cat([vox[..., :-1], vox_seg_grid, + vox[..., -1:]], -1) + + # voxel 11D features contain: 3 (pcd xyz coordinates) + 3 (rgb) + 3 (voxel xyz indices) + 1 (seg id if applicable) + 1 (occupancy) + return vox + + + From 85840381180003ca5d0575b262472e02e1bc6490 Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Tue, 9 Jul 2024 17:02:39 -0700 Subject: [PATCH 02/11] added voxel demo and visualization utils codes --- .../concepts/images/voxel_pushcube.png | Bin 0 -> 161086 bytes .../source/user_guide/concepts/observation.md | 43 +++- 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zndPIX1kCz$Bhh@y|J?lNiBApH|1(4x`JV&C{|^1nME&n<{D1jvJU*v+OM!&V6)a<* OFC{ru*(#7p(0>6Sx&%@H literal 0 HcmV?d00001 diff --git a/docs/source/user_guide/demos/index.md b/docs/source/user_guide/demos/index.md index 72fb68d6a..6845c2964 100644 --- a/docs/source/user_guide/demos/index.md +++ b/docs/source/user_guide/demos/index.md @@ -190,6 +190,19 @@ python -m mani_skill.examples.demo_vis_rgbd -e "StackCube-v1" ```{figure} images/rgbd_vis.png ``` +## Visualize Voxel Data + +You can run the following to visualize the voxelized data. It will give you the following voxelized scene under the default sensor settings. + +```bash +python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" +``` + + +```{figure} images/voxel_pushcube.png +``` + + ## Visualize Reset Distributions Determining how difficult a task might be for ML algorithms like reinforcement learning and imitation learning can heavily depend on the reset distribution of the task. To see what the reset distribution of any task (the result of repeated env.reset calls) looks like you can run the following to save a video to the `videos` folder From b02a85cad518b1b96d35460da22540b566270b2a Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Wed, 10 Jul 2024 10:23:18 -0700 Subject: [PATCH 06/11] added demo docs --- docs/source/user_guide/demos/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/user_guide/demos/index.md b/docs/source/user_guide/demos/index.md index 6845c2964..fb52ccb6c 100644 --- a/docs/source/user_guide/demos/index.md +++ b/docs/source/user_guide/demos/index.md @@ -192,7 +192,7 @@ python -m mani_skill.examples.demo_vis_rgbd -e "StackCube-v1" ## Visualize Voxel Data -You can run the following to visualize the voxelized data. It will give you the following voxelized scene under the default sensor settings. +You can run the following to visualize the voxelized data. It will give you the following voxelized scene under the default sensor settings with only 1 camera at the front of the scene. ```bash python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" From d1c4605f16461d0bff7f979cac97602d6235978b Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Wed, 10 Jul 2024 10:35:55 -0700 Subject: [PATCH 07/11] refined docs a bit --- mani_skill/examples/demo_vis_voxel.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/mani_skill/examples/demo_vis_voxel.py b/mani_skill/examples/demo_vis_voxel.py index 32744a67d..001307854 100644 --- a/mani_skill/examples/demo_vis_voxel.py +++ b/mani_skill/examples/demo_vis_voxel.py @@ -24,7 +24,7 @@ def parse_args(args=None): nargs="*", type=float, default=[-1, -1, -1, 2, 2, 2], - help="Whether or not to perform voxel segmentation estimations and include them in the results" + help="The bounds of the 3D points' coordinates to be voxelized" ) parser.add_argument( "-s", From a7345b4c20b394c8216eab7e26a8b5beb6f84a50 Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Fri, 26 Jul 2024 23:33:02 -0700 Subject: [PATCH 08/11] added default voxelization supports --- .gitignore | 1 + .../source/user_guide/concepts/observation.md | 45 ++++++++++++++++--- mani_skill/envs/sapien_env.py | 11 +++-- mani_skill/envs/tasks/control/cartpole.py | 7 +++ .../dexterity/rotate_single_object_in_hand.py | 7 +++ .../envs/tasks/dexterity/rotate_valve.py | 7 +++ mani_skill/envs/tasks/fmb/fmb.py | 7 +++ .../envs/tasks/humanoid/humanoid_stand.py | 7 +++ .../open_cabinet_drawer.py | 7 +++ .../envs/tasks/quadruped/quadruped_reach.py | 7 +++ .../envs/tasks/tabletop/assembling_kits.py | 7 +++ .../envs/tasks/tabletop/lift_peg_upright.py | 7 +++ .../envs/tasks/tabletop/peg_insertion_side.py | 7 +++ .../envs/tasks/tabletop/pick_clutter_ycb.py | 7 +++ mani_skill/envs/tasks/tabletop/pick_cube.py | 7 +++ .../envs/tasks/tabletop/pick_single_ycb.py | 2 +- .../envs/tasks/tabletop/place_sphere.py | 22 +++++---- .../envs/tasks/tabletop/plug_charger.py | 9 +++- mani_skill/envs/tasks/tabletop/poke_cube.py | 7 +++ mani_skill/envs/tasks/tabletop/pull_cube.py | 7 +++ mani_skill/envs/tasks/tabletop/push_cube.py | 9 +++- mani_skill/envs/tasks/tabletop/push_t.py | 7 +++ mani_skill/envs/tasks/tabletop/roll_ball.py | 7 +++ mani_skill/envs/tasks/tabletop/stack_cube.py | 7 +++ mani_skill/envs/tasks/tabletop/turn_faucet.py | 7 +++ .../tasks/tabletop/two_robot_pick_cube.py | 7 +++ .../tasks/tabletop/two_robot_stack_cube.py | 7 +++ mani_skill/examples/demo_vis_voxel.py | 33 +++++++++----- .../utils/visualization/voxel_visualizer.py | 1 - 29 files changed, 238 insertions(+), 35 deletions(-) diff --git a/.gitignore b/.gitignore index 173af9f96..f3aea954f 100644 --- a/.gitignore +++ b/.gitignore @@ -6,6 +6,7 @@ _ext build/ dist/ *.egg-info/ +demos/ # ipython/jupyter notebooks # *.ipynb diff --git a/docs/source/user_guide/concepts/observation.md b/docs/source/user_guide/concepts/observation.md index bef8cf215..60b25acb9 100644 --- a/docs/source/user_guide/concepts/observation.md +++ b/docs/source/user_guide/concepts/observation.md @@ -93,20 +93,46 @@ python -m mani_skill.examples.demo_vis_pcd -e "PushCube-v1" ``` ### voxel + +#### Keyword arguments This observation mode has the same data format as the [sensor_data mode](#sensor_data), but all sensor data from cameras are removed and instead a new key is added called `voxel_grid`. -To use this observation mode, a dictionary of observation config parameters is required to be passed in via obs_mode_config during environment initializations (gym.make()). It should contain the following voxelization config hyperparameters: +To use this observation mode, a dictionary of observation config parameters is required via obs_mode_config during environment initializations (gym.make()). It contains the following keys: - `coord_bounds`: `[torch.float32, torch.float32, torch.float32, torch.float32, torch.float32, torch.float32]` It has form **[x_min, y_min, z_min, x_max, y_max, z_max]** defining the metric volume to be voxelized. - `voxel_size`: `torch.int` Defining the side length of each voxel, assuming that all voxels are cubic. - `device`: `torch.device` The device on which the voxelization takes place. Something like **torch.device("cuda" if torch.cuda.is_available() else "cpu")** - `segmentation`: `bool` Defining whether or not to estimate voxel segmentations using the point cloud segmentations. If true then num_channels=11 (including one channel for voxel segmentation), otherwise num_channels=10. +Some tabletop tasks with simple scene like PushCube-v1 have default voxel observation mode configs available. In this case, you can easily initialize the environment via: + +```python +gym.make("PushCube-v1", obs_mode="voxel") +``` + +You can override the default observation mode configs easily by just passing the obs_mode_config keyword arguments following the above dictionary formats: + +```python +env = gym.make("PushCube-v1", obs_mode="voxel", obs_mode_config={"coord_bounds":..., "voxel_size":..., "device":..., "segmentation":...}) +``` + +For those tasks with non-trivial scene like TwoRobotStackCube-v1, you will need one (or even more) camera with larger width and height to film the complete scene. In this case, you need to pass in customized obs_mode_config keyword arguments while using the voxel observation mode instead of relying on the default voxel observation configs. + + +#### Voxel grid structure + Then, as you step throught the environment you created and get observations, you can see the extra key `voxel_grid` indicating the voxel grid generated: - `voxel_grid`: `[torch.int, torch.int, torch.int, torch.int, torch.int]` It has form **[N, voxel_size, voxel_size, voxel_size, num_channels]**. Voxel grids generated by fusing the point cloud and rgb data from all cameras. `N` is the batch size. `voxel_size` is the side length of the voxel, as indicated in voxelization configs. `num_channels` indicates the number of feature channels for each voxel. +- The voxel features have at most 11 channels: +>- `voxel_grid[..., :3]`: Average xyz coordinates of the points falling into the voxel +>- `voxel_grid[..., 3:6]`: Average RGB of the points falling into the voxel +>- `voxel_grid[..., 6:9]`: Voxel xyz indices +>- `voxel_grid[..., 9]`: if `segmentation=True`, then this channel would be the voxel segmentation id. It is computed by counting the majority class of the points falling into the voxel. If `segmentation=False`, then this channel would be the occupancy value indicating whether this voxel has any point falling in. +>- `voxel_grid[..., 10]`: If `segmentation=True`, this channel would be the occupancy value indicating whether this voxel has any point falling in, and hence there will be in total 11 channels. If `segmentation=False`, then this channel doesn't exist, and hence there will only be 10 channels in total. + The voxel grid can be visualized below. This is an image showing the voxelized scene of PushCube-v1 with slightly-tuned default hyperparameters. The voxel grid is reconstructed from the front camera, following the default camera settings of the PuchCube-v1 task, and hence it only contains the front voxels instead of the voxels throughout the scene. @@ -124,20 +150,29 @@ alt: Corresponding RGBD observations --- ``` +#### Visualization demos + For a quick demo to visualize voxel grids, you can run - ```bash -python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --voxel-size 200 --zoom-factor 2.2 --coord-bounds -1 -1 -1 2 2 2 +python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --voxel-size 200 --zoom-factor 2 --coord-bounds -1 -1 -1 2 2 2 --device cuda ``` -Or simply +to override the default observation mode config kwargs. Or simply ```bash python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" ``` -When using just the default settings. +When using the default kwarg settings to override the default task obs_mode_config settings. + +If you don't want any override to occur and only want to use the default task obs_mode_config settings, you can run + +```bash +python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --use-default True +``` + +Note that this only works for simple tabletop tasks like PickCube-v1 and PushCube-v1. You still need to tune those configs for your own task and use your customized configs when needed. Furthermore, if you use more sensors (currently only RGB and depth cameras) to film the scene and collect more point cloud and RGB data from different poses, you can get a more accurate voxel grid reconstruction of the scene. Figure below gives a more completely reconstructed voxel scene of PushCube-v1 using more RGBD cameras. diff --git a/mani_skill/envs/sapien_env.py b/mani_skill/envs/sapien_env.py index 561409a84..af26bbffb 100644 --- a/mani_skill/envs/sapien_env.py +++ b/mani_skill/envs/sapien_env.py @@ -23,7 +23,7 @@ from mani_skill.envs.utils.observations import ( sensor_data_to_pointcloud, sensor_data_to_rgbd, - sensor_data_to_voxel + sensor_data_to_voxel, ) from mani_skill.sensors.base_sensor import BaseSensor, BaseSensorConfig from mani_skill.sensors.camera import ( @@ -162,11 +162,16 @@ def __init__( self.num_envs = num_envs self.reconfiguration_freq = reconfiguration_freq if reconfiguration_freq is not None else 0 self._reconfig_counter = 0 - self._obs_mode_config = obs_mode_config self._custom_sensor_configs = sensor_configs self._custom_human_render_camera_configs = human_render_camera_configs self._parallel_gui_render_enabled = parallel_gui_render_enabled self.robot_uids = robot_uids + + if obs_mode_config is None: + self._obs_mode_config = self._default_voxel_config + else: + self._obs_mode_config = obs_mode_config + if self.SUPPORTED_ROBOTS is not None: if robot_uids not in self.SUPPORTED_ROBOTS: logger.warn(f"{robot_uids} is not in the task's list of supported robots. Code may not run as intended") @@ -190,7 +195,7 @@ def __init__( If you want to do CPU sim backends and have environment vectorization you must use multi-processing across CPUs. This can be done via the gymnasium's AsyncVectorEnv API""") if "rt" == shader_dir[:2]: - if obs_mode in ["sensor_data", "rgb", "rgbd", "pointcloud"]: + if obs_mode in ["sensor_data", "rgb", "rgbd", "pointcloud", "voxel"]: raise RuntimeError("""Currently you cannot use ray-tracing while running simulation with visual observation modes. You may still use env.render_rgb_array() or the RecordEpisode wrapper to save videos of ray-traced results""") if num_envs > 1 and parallel_gui_render_enabled == False: diff --git a/mani_skill/envs/tasks/control/cartpole.py b/mani_skill/envs/tasks/control/cartpole.py index dd5f265bd..5f81c795c 100644 --- a/mani_skill/envs/tasks/control/cartpole.py +++ b/mani_skill/envs/tasks/control/cartpole.py @@ -104,6 +104,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at(eye=[0, -4, 1], target=[0, 0, 1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): loader = self.scene.create_mjcf_loader() articulation_builders, actor_builders, sensor_configs = loader.parse(MJCF_FILE) diff --git a/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py b/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py index 503bf2593..f6dd2ac16 100644 --- a/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py +++ b/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py @@ -88,6 +88,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.2, 0.4, 0.6], [0.0, 0.0, 0.3]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/dexterity/rotate_valve.py b/mani_skill/envs/tasks/dexterity/rotate_valve.py index 6db9f0d90..f5819aade 100644 --- a/mani_skill/envs/tasks/dexterity/rotate_valve.py +++ b/mani_skill/envs/tasks/dexterity/rotate_valve.py @@ -68,6 +68,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.2, 0.4, 0.4], [0.0, 0.0, 0.1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/fmb/fmb.py b/mani_skill/envs/tasks/fmb/fmb.py index 6a05ce304..d7cb31d4b 100644 --- a/mani_skill/envs/tasks/fmb/fmb.py +++ b/mani_skill/envs/tasks/fmb/fmb.py @@ -63,6 +63,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([1.0, 0.8, 0.8], [0.0, 0.0, 0.35]) return CameraConfig("render_camera", pose, 1024, 1024, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/humanoid/humanoid_stand.py b/mani_skill/envs/tasks/humanoid/humanoid_stand.py index 9a50d74e7..fafe1f231 100644 --- a/mani_skill/envs/tasks/humanoid/humanoid_stand.py +++ b/mani_skill/envs/tasks/humanoid/humanoid_stand.py @@ -35,6 +35,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([1.0, 1.0, 2.5], [0.0, 0.0, 0.75]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): build_ground(self.scene) diff --git a/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py b/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py index 32f12ed35..29f33a5cc 100644 --- a/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py +++ b/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py @@ -84,6 +84,13 @@ def _default_human_render_camera_configs(self): "render_camera", pose=pose, width=512, height=512, fov=1, near=0.01, far=100 ) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.ground = build_ground(self.scene) # temporarily turn off the logging as there will be big red warnings diff --git a/mani_skill/envs/tasks/quadruped/quadruped_reach.py b/mani_skill/envs/tasks/quadruped/quadruped_reach.py index 1bd2ab3cb..0ac946f2f 100644 --- a/mani_skill/envs/tasks/quadruped/quadruped_reach.py +++ b/mani_skill/envs/tasks/quadruped/quadruped_reach.py @@ -63,6 +63,13 @@ def _default_human_render_camera_configs(self): # mount=self.agent.robot.links[0], ) ] + + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} def _load_scene(self, options: dict): self.ground = build_ground(self.scene) diff --git a/mani_skill/envs/tasks/tabletop/assembling_kits.py b/mani_skill/envs/tasks/tabletop/assembling_kits.py index 84bee302a..00a348b87 100644 --- a/mani_skill/envs/tasks/tabletop/assembling_kits.py +++ b/mani_skill/envs/tasks/tabletop/assembling_kits.py @@ -76,6 +76,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.3, 0.3, 0.8], [0.0, 0.0, 0.1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): with torch.device(self.device): self.table_scene = TableSceneBuilder(self) diff --git a/mani_skill/envs/tasks/tabletop/lift_peg_upright.py b/mani_skill/envs/tasks/tabletop/lift_peg_upright.py index 5ac053ffa..5812afe3b 100644 --- a/mani_skill/envs/tasks/tabletop/lift_peg_upright.py +++ b/mani_skill/envs/tasks/tabletop/lift_peg_upright.py @@ -39,6 +39,13 @@ def _default_human_render_camera_configs(self): pose = look_at([0.6, 0.7, 0.6], [0.0, 0.0, 0.35]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/peg_insertion_side.py b/mani_skill/envs/tasks/tabletop/peg_insertion_side.py index ba7d77655..30065685f 100644 --- a/mani_skill/envs/tasks/tabletop/peg_insertion_side.py +++ b/mani_skill/envs/tasks/tabletop/peg_insertion_side.py @@ -89,6 +89,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.5, -0.5, 0.8], [0.05, -0.1, 0.4]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): with torch.device(self.device): self.table_scene = TableSceneBuilder(self) diff --git a/mani_skill/envs/tasks/tabletop/pick_clutter_ycb.py b/mani_skill/envs/tasks/tabletop/pick_clutter_ycb.py index 387634413..fff8d497b 100644 --- a/mani_skill/envs/tasks/tabletop/pick_clutter_ycb.py +++ b/mani_skill/envs/tasks/tabletop/pick_clutter_ycb.py @@ -73,6 +73,13 @@ def _default_sim_config(self): ) ) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + @property def _default_sensor_configs(self): pose = sapien_utils.look_at(eye=[0.3, 0, 0.6], target=[-0.1, 0, 0.1]) diff --git a/mani_skill/envs/tasks/tabletop/pick_cube.py b/mani_skill/envs/tasks/tabletop/pick_cube.py index 0767b90e2..6ace20b1b 100644 --- a/mani_skill/envs/tasks/tabletop/pick_cube.py +++ b/mani_skill/envs/tasks/tabletop/pick_cube.py @@ -36,6 +36,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.6, 0.7, 0.6], [0.0, 0.0, 0.35]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/pick_single_ycb.py b/mani_skill/envs/tasks/tabletop/pick_single_ycb.py index 7bb9e6b97..5635f2094 100644 --- a/mani_skill/envs/tasks/tabletop/pick_single_ycb.py +++ b/mani_skill/envs/tasks/tabletop/pick_single_ycb.py @@ -69,7 +69,7 @@ def _default_sensor_configs(self): def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.6, 0.7, 0.6], [0.0, 0.0, 0.35]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) - + def _load_scene(self, options: dict): global WARNED_ONCE self.table_scene = TableSceneBuilder( diff --git a/mani_skill/envs/tasks/tabletop/place_sphere.py b/mani_skill/envs/tasks/tabletop/place_sphere.py index 21997cc33..8e9d89c38 100644 --- a/mani_skill/envs/tasks/tabletop/place_sphere.py +++ b/mani_skill/envs/tasks/tabletop/place_sphere.py @@ -62,18 +62,9 @@ def _default_sim_config(self): @property def _default_sensor_configs(self): - pose = sapien_utils.look_at(eye=[0.3, 0, 0.2], target=[-0.1, 0, 0]) - return [ - CameraConfig( - "base_camera", - pose=pose, - width=128, - height=128, - fov=np.pi / 2, - near=0.01, - far=100, - ) - ] + pose = sapien_utils.look_at(eye=[0.3, 0, 0.6], target=[-0.1, 0, 0.1]) + return [CameraConfig("base_camera", pose, 128, 128, np.pi / 2, 0.01, 100)] + @property def _default_human_render_camera_configs(self): @@ -81,6 +72,13 @@ def _default_human_render_camera_configs(self): return CameraConfig( "render_camera", pose=pose, width=512, height=512, fov=1, near=0.01, far=100 ) + + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} def _build_bin(self, radius): builder = self.scene.create_actor_builder() diff --git a/mani_skill/envs/tasks/tabletop/plug_charger.py b/mani_skill/envs/tasks/tabletop/plug_charger.py index a82bc8326..59113c61d 100644 --- a/mani_skill/envs/tasks/tabletop/plug_charger.py +++ b/mani_skill/envs/tasks/tabletop/plug_charger.py @@ -44,7 +44,14 @@ def _default_sensor_configs(self): return [ CameraConfig("base_camera", pose=pose, width=128, height=128, fov=np.pi / 2) ] - + + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + @property def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.3, 0.4, 0.1], [0, 0, 0]) diff --git a/mani_skill/envs/tasks/tabletop/poke_cube.py b/mani_skill/envs/tasks/tabletop/poke_cube.py index 61d5d0ced..52ef7905c 100644 --- a/mani_skill/envs/tasks/tabletop/poke_cube.py +++ b/mani_skill/envs/tasks/tabletop/poke_cube.py @@ -40,6 +40,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.6, 0.7, 0.6], [0.2, 0.2, 0.35]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/pull_cube.py b/mani_skill/envs/tasks/tabletop/pull_cube.py index 982d4d4c7..6855f939e 100644 --- a/mani_skill/envs/tasks/tabletop/pull_cube.py +++ b/mani_skill/envs/tasks/tabletop/pull_cube.py @@ -37,6 +37,13 @@ def _default_human_render_camera_configs(self): pose = look_at([0.6, 0.7, 0.6], [0.0, 0.0, 0.35]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/push_cube.py b/mani_skill/envs/tasks/tabletop/push_cube.py index 9a97ae43c..2dcadc20c 100644 --- a/mani_skill/envs/tasks/tabletop/push_cube.py +++ b/mani_skill/envs/tasks/tabletop/push_cube.py @@ -74,7 +74,14 @@ def _default_sim_config(self): found_lost_pairs_capacity=2**25, max_rigid_patch_count=2**18 ) ) - + + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + @property def _default_sensor_configs(self): # registers one 128x128 camera looking at the robot, cube, and target diff --git a/mani_skill/envs/tasks/tabletop/push_t.py b/mani_skill/envs/tasks/tabletop/push_t.py index 7516c8918..20da0b014 100644 --- a/mani_skill/envs/tasks/tabletop/push_t.py +++ b/mani_skill/envs/tasks/tabletop/push_t.py @@ -154,6 +154,13 @@ def _default_human_render_camera_configs(self): "render_camera", pose=pose, width=512, height=512, fov=1, near=0.01, far=100 ) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): # have to put these parmaeters to device - defined before we had access to device # load scene is a convienent place for this one time operation diff --git a/mani_skill/envs/tasks/tabletop/roll_ball.py b/mani_skill/envs/tasks/tabletop/roll_ball.py index 18405d09e..279630327 100644 --- a/mani_skill/envs/tasks/tabletop/roll_ball.py +++ b/mani_skill/envs/tasks/tabletop/roll_ball.py @@ -63,6 +63,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([-0.6, 1.3, 0.8], [0.0, 0.13, 0.0]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/stack_cube.py b/mani_skill/envs/tasks/tabletop/stack_cube.py index 29b298710..129076ccc 100644 --- a/mani_skill/envs/tasks/tabletop/stack_cube.py +++ b/mani_skill/envs/tasks/tabletop/stack_cube.py @@ -29,6 +29,13 @@ def _default_sensor_configs(self): pose = sapien_utils.look_at(eye=[0.3, 0, 0.6], target=[-0.1, 0, 0.1]) return [CameraConfig("base_camera", pose, 128, 128, np.pi / 2, 0.01, 100)] + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + @property def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.6, 0.7, 0.6], [0.0, 0.0, 0.35]) diff --git a/mani_skill/envs/tasks/tabletop/turn_faucet.py b/mani_skill/envs/tasks/tabletop/turn_faucet.py index e35e5ec5d..64dd863a4 100644 --- a/mani_skill/envs/tasks/tabletop/turn_faucet.py +++ b/mani_skill/envs/tasks/tabletop/turn_faucet.py @@ -68,6 +68,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.5, 0.5, 1.0], [0.0, 0.0, 0.5]) return CameraConfig("render_camera", pose=pose, width=512, height=512, fov=1) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.scene_builder = TableSceneBuilder( self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/two_robot_pick_cube.py b/mani_skill/envs/tasks/tabletop/two_robot_pick_cube.py index 8c09276a9..c2ad7821f 100644 --- a/mani_skill/envs/tasks/tabletop/two_robot_pick_cube.py +++ b/mani_skill/envs/tasks/tabletop/two_robot_pick_cube.py @@ -70,6 +70,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([1.4, 0.8, 0.75], [0.0, 0.1, 0.1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/tabletop/two_robot_stack_cube.py b/mani_skill/envs/tasks/tabletop/two_robot_stack_cube.py index 3da7318c4..2a114845c 100644 --- a/mani_skill/envs/tasks/tabletop/two_robot_stack_cube.py +++ b/mani_skill/envs/tasks/tabletop/two_robot_stack_cube.py @@ -74,6 +74,13 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at(eye=[0.6, 0.2, 0.4], target=[-0.1, 0, 0.1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) + @property + def _default_voxel_config(self): + return {"coord_bounds": [-1, -1, -1, 2, 2, 2], + "voxel_size": 200, + "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), + "segmentation": True} + def _load_scene(self, options: dict): self.cube_half_size = common.to_tensor([0.02] * 3) self.table_scene = TableSceneBuilder( diff --git a/mani_skill/examples/demo_vis_voxel.py b/mani_skill/examples/demo_vis_voxel.py index 001307854..6672aa31a 100644 --- a/mani_skill/examples/demo_vis_voxel.py +++ b/mani_skill/examples/demo_vis_voxel.py @@ -13,8 +13,10 @@ def parse_args(args=None): parser = argparse.ArgumentParser() parser.add_argument("-e", "--env-id", type=str, default="PushCube-v1", help="The environment ID of the task you want to simulate") + parser.add_argument("--use-default", type=bool, default=False, help="Whether or not to use default task observation mode configs. If yes, no override will take place") + parser.add_argument("--device", type=str, default="cuda", help="The device on which voxelization is done. Should be either cuda or cpu") parser.add_argument("--voxel-size", type=int, default=200, help="The number of voxels per side") - parser.add_argument("--zoom-factor", type=float, default=1, help="Zoom factor of the camera when generating the output voxel visualizations") + parser.add_argument("--zoom-factor", type=float, default=1.5, help="Zoom-in factor of the camera when generating the output voxel visualizations") parser.add_argument("--segmentation", type=bool, default=True, help="Whether or not to include voxel segmentation estimations") parser.add_argument("--rotation-amount", type=float, default=45, help="The amount of rotation of camera for filming the voxelized scene") parser.add_argument("--cam-width", type=int, default=720, help="Override the width of every camera in the environment") @@ -60,18 +62,27 @@ def main(args): sensor_configs["width"] = args.cam_width if args.cam_height: sensor_configs["height"] = args.cam_height - obs_mode_config = {"coord_bounds": args.coord_bounds, # TODO: add a list of coord bounds by parsing them + obs_mode_config = {"coord_bounds": args.coord_bounds, "voxel_size": args.voxel_size, - "device": torch.device("cuda" if torch.cuda.is_available() else "cpu"), + "device": torch.device(args.device), "segmentation": args.segmentation} - env: BaseEnv = gym.make( - args.env_id, - obs_mode="voxel", - reward_mode="none", - obs_mode_config=obs_mode_config, - sensor_configs=sensor_configs, - ) - + + # init the environment + if not args.use_default: + env: BaseEnv = gym.make( + args.env_id, + obs_mode="voxel", + reward_mode="none", + obs_mode_config=obs_mode_config, + sensor_configs=sensor_configs, + ) + else: + # Not overriding obs_mode_config. This works only for simple tabletop tasks like PushCube-v1 and PickCube-v1 + env: BaseEnv = gym.make( + args.env_id, + obs_mode="voxel", + ) + # Interactively show the voxelized scene zf = args.zoom_factor # controlling camera zoom-ins obs, _ = env.reset() diff --git a/mani_skill/utils/visualization/voxel_visualizer.py b/mani_skill/utils/visualization/voxel_visualizer.py index e3d7b2940..d1867c087 100644 --- a/mani_skill/utils/visualization/voxel_visualizer.py +++ b/mani_skill/utils/visualization/voxel_visualizer.py @@ -5,7 +5,6 @@ import torch import trimesh from pyrender.trackball import Trackball -# from rlbench.backend.const import DEPTH_SCALE from scipy.spatial.transform import Rotation # SCALE_FACTOR = DEPTH_SCALE From 3ec6f9821f52710d46f5b4de6102ede65258e98d Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Tue, 30 Jul 2024 12:40:38 -0700 Subject: [PATCH 09/11] Support default voxel configs property only on tabletop tasks --- .../source/user_guide/concepts/observation.md | 6 ++-- mani_skill/envs/tasks/control/cartpole.py | 7 ----- .../dexterity/rotate_single_object_in_hand.py | 7 ----- .../envs/tasks/dexterity/rotate_valve.py | 7 ----- mani_skill/envs/tasks/fmb/fmb.py | 7 ----- .../envs/tasks/humanoid/humanoid_stand.py | 7 ----- .../open_cabinet_drawer.py | 7 ----- .../envs/tasks/quadruped/quadruped_reach.py | 7 ----- mani_skill/examples/demo_vis_voxel.py | 30 +++++++++++++++---- 9 files changed, 27 insertions(+), 58 deletions(-) diff --git a/docs/source/user_guide/concepts/observation.md b/docs/source/user_guide/concepts/observation.md index 60b25acb9..1b4321566 100644 --- a/docs/source/user_guide/concepts/observation.md +++ b/docs/source/user_guide/concepts/observation.md @@ -155,7 +155,7 @@ alt: Corresponding RGBD observations For a quick demo to visualize voxel grids, you can run ```bash -python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --voxel-size 200 --zoom-factor 2 --coord-bounds -1 -1 -1 2 2 2 --device cuda +python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --voxel-size 200 --zoom-factor 2 --coord-bounds -1 -1 -1 2 2 2 --segmentation --device cuda ``` to override the default observation mode config kwargs. Or simply @@ -166,13 +166,13 @@ python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" When using the default kwarg settings to override the default task obs_mode_config settings. -If you don't want any override to occur and only want to use the default task obs_mode_config settings, you can run +If you don't want any override to occur and only want to use the default task obs_mode_config settings (defined in the **_default_voxel_config** property of each task), you can run ```bash python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --use-default True ``` -Note that this only works for simple tabletop tasks like PickCube-v1 and PushCube-v1. You still need to tune those configs for your own task and use your customized configs when needed. +Note that this only works for some tabletop tasks like PickCube-v1 and PushCube-v1. You still need to tune those configs for your own task and use your customized configs when needed. Furthermore, if you use more sensors (currently only RGB and depth cameras) to film the scene and collect more point cloud and RGB data from different poses, you can get a more accurate voxel grid reconstruction of the scene. Figure below gives a more completely reconstructed voxel scene of PushCube-v1 using more RGBD cameras. diff --git a/mani_skill/envs/tasks/control/cartpole.py b/mani_skill/envs/tasks/control/cartpole.py index 9bd2078ac..0ae14f13d 100644 --- a/mani_skill/envs/tasks/control/cartpole.py +++ b/mani_skill/envs/tasks/control/cartpole.py @@ -105,13 +105,6 @@ def _default_sensor_configs(self): def _default_human_render_camera_configs(self): pose = sapien_utils.look_at(eye=[0, -4, 1], target=[0, 0, 1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) - - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} def _load_scene(self, options: dict): loader = self.scene.create_mjcf_loader() diff --git a/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py b/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py index c09c13b31..a37ccb17e 100644 --- a/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py +++ b/mani_skill/envs/tasks/dexterity/rotate_single_object_in_hand.py @@ -88,13 +88,6 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.2, 0.4, 0.6], [0.0, 0.0, 0.3]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} - def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/dexterity/rotate_valve.py b/mani_skill/envs/tasks/dexterity/rotate_valve.py index f5819aade..6db9f0d90 100644 --- a/mani_skill/envs/tasks/dexterity/rotate_valve.py +++ b/mani_skill/envs/tasks/dexterity/rotate_valve.py @@ -68,13 +68,6 @@ def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([0.2, 0.4, 0.4], [0.0, 0.0, 0.1]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} - def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( env=self, robot_init_qpos_noise=self.robot_init_qpos_noise diff --git a/mani_skill/envs/tasks/fmb/fmb.py b/mani_skill/envs/tasks/fmb/fmb.py index d7cb31d4b..063824ae5 100644 --- a/mani_skill/envs/tasks/fmb/fmb.py +++ b/mani_skill/envs/tasks/fmb/fmb.py @@ -62,13 +62,6 @@ def _default_sensor_configs(self): def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([1.0, 0.8, 0.8], [0.0, 0.0, 0.35]) return CameraConfig("render_camera", pose, 1024, 1024, 1, 0.01, 100) - - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} def _load_scene(self, options: dict): self.table_scene = TableSceneBuilder( diff --git a/mani_skill/envs/tasks/humanoid/humanoid_stand.py b/mani_skill/envs/tasks/humanoid/humanoid_stand.py index 0fe353501..cc6a9c80b 100644 --- a/mani_skill/envs/tasks/humanoid/humanoid_stand.py +++ b/mani_skill/envs/tasks/humanoid/humanoid_stand.py @@ -34,13 +34,6 @@ def _default_sensor_configs(self): def _default_human_render_camera_configs(self): pose = sapien_utils.look_at([1.0, 1.0, 2.5], [0.0, 0.0, 0.75]) return CameraConfig("render_camera", pose, 512, 512, 1, 0.01, 100) - - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} def _load_scene(self, options: dict): build_ground(self.scene) diff --git a/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py b/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py index 3619ec04a..b66f77869 100644 --- a/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py +++ b/mani_skill/envs/tasks/mobile_manipulation/open_cabinet_drawer.py @@ -87,13 +87,6 @@ def _default_human_render_camera_configs(self): return CameraConfig( "render_camera", pose=pose, width=512, height=512, fov=1, near=0.01, far=100 ) - - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} def _load_scene(self, options: dict): self.ground = build_ground(self.scene) diff --git a/mani_skill/envs/tasks/quadruped/quadruped_reach.py b/mani_skill/envs/tasks/quadruped/quadruped_reach.py index 0351d9252..f4351b8bd 100644 --- a/mani_skill/envs/tasks/quadruped/quadruped_reach.py +++ b/mani_skill/envs/tasks/quadruped/quadruped_reach.py @@ -63,13 +63,6 @@ def _default_human_render_camera_configs(self): # mount=self.agent.robot.links[0], ) ] - - @property - def _default_voxel_config(self): - return {"coord_bounds": [-1, -1, -1, 2, 2, 2], - "voxel_size": 200, - "device": torch.device('cuda' if torch.cuda.is_available() else 'cpu'), - "segmentation": True} def _load_scene(self, options: dict): self.ground = build_ground(self.scene, floor_width=400) diff --git a/mani_skill/examples/demo_vis_voxel.py b/mani_skill/examples/demo_vis_voxel.py index 6672aa31a..894bb6ecc 100644 --- a/mani_skill/examples/demo_vis_voxel.py +++ b/mani_skill/examples/demo_vis_voxel.py @@ -17,7 +17,7 @@ def parse_args(args=None): parser.add_argument("--device", type=str, default="cuda", help="The device on which voxelization is done. Should be either cuda or cpu") parser.add_argument("--voxel-size", type=int, default=200, help="The number of voxels per side") parser.add_argument("--zoom-factor", type=float, default=1.5, help="Zoom-in factor of the camera when generating the output voxel visualizations") - parser.add_argument("--segmentation", type=bool, default=True, help="Whether or not to include voxel segmentation estimations") + parser.add_argument("--segmentation", type=bool, default=False, action=argparse.BooleanOptionalAction, help="Whether or not to include voxel segmentation estimations") parser.add_argument("--rotation-amount", type=float, default=45, help="The amount of rotation of camera for filming the voxelized scene") parser.add_argument("--cam-width", type=int, default=720, help="Override the width of every camera in the environment") parser.add_argument("--cam-height", type=int, default=480, help="Override the height of every camera in the environment") @@ -37,8 +37,12 @@ def parse_args(args=None): args = parser.parse_args() return args -def render_filtered_voxels(voxel_grid, zf=1.0, rotation_amount=60): - flood_id = 17 +def render_filtered_voxels(voxel_grid, zf=1.0, rotation_amount=60, env_id="PushCube-v1"): + if (env_id in ["TwoRobotPickCube-v1", "TwoRobotStackCube-v1"]): + # different envs have different floor id + flood_id = 32 + else: + flood_id = 17 vis_voxel_grid = voxel_grid.permute(0, 4, 1, 2, 3).detach().cpu().numpy() floor_map = (vis_voxel_grid[:, 9, ...] == flood_id) floor_map = torch.tensor(floor_map) @@ -53,6 +57,15 @@ def render_filtered_voxels(voxel_grid, zf=1.0, rotation_amount=60): rotation_amount=np.deg2rad(rotation_amount)) return rendered_img +def render_all_voxels(voxel_grid, zf=1.0, rotation_amount=60): + vis_voxel_grid = voxel_grid.permute(0, 4, 1, 2, 3).detach().cpu().numpy() + rendered_img = visualise_voxel(vis_voxel_grid[0], + None, + None, + voxel_size=0.01, + zoom_factor=zf, + rotation_amount=np.deg2rad(rotation_amount)) + return rendered_img def main(args): if args.seed is not None: @@ -66,7 +79,6 @@ def main(args): "voxel_size": args.voxel_size, "device": torch.device(args.device), "segmentation": args.segmentation} - # init the environment if not args.use_default: env: BaseEnv = gym.make( @@ -77,7 +89,7 @@ def main(args): sensor_configs=sensor_configs, ) else: - # Not overriding obs_mode_config. This works only for simple tabletop tasks like PushCube-v1 and PickCube-v1 + # Not overriding obs_mode_config. This works only for some tabletop tasks like PushCube-v1 and PickCube-v1 env: BaseEnv = gym.make( args.env_id, obs_mode="voxel", @@ -86,11 +98,17 @@ def main(args): # Interactively show the voxelized scene zf = args.zoom_factor # controlling camera zoom-ins obs, _ = env.reset() + print(f"Shape of the voxel grids: {obs['voxel_grid'].shape}") while True: action = env.action_space.sample() obs, reward, terminated, truncated, info = env.step(action) voxel_grid = obs["voxel_grid"] - img = render_filtered_voxels(voxel_grid, zf, args.rotation_amount) + if args.segmentation: + # if voxel seg id is available, filter the floors and then render the scene voxels + img = render_filtered_voxels(voxel_grid, zf, args.rotation_amount, args.env_id) + else: + # if voxel seg id not available, just render the scene voxels + img = render_all_voxels(voxel_grid, zf, args.rotation_amount) plt.axis('off') plt.imshow(img) plt.show() From ff784fbd50f557e466a60fc77995c93d2d436e3e Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Sat, 3 Aug 2024 14:49:45 -0700 Subject: [PATCH 10/11] added infinite far points' filtering supports --- .../envs/utils/observations/observations.py | 23 ++++++++++++++----- 1 file changed, 17 insertions(+), 6 deletions(-) diff --git a/mani_skill/envs/utils/observations/observations.py b/mani_skill/envs/utils/observations/observations.py index 2fe4bf455..8658273c6 100644 --- a/mani_skill/envs/utils/observations/observations.py +++ b/mani_skill/envs/utils/observations/observations.py @@ -127,6 +127,9 @@ def sensor_data_to_voxel( device = obs_mode_config["device"] # device on which doing voxelization seg = obs_mode_config["segmentation"] # device on which doing voxelization pcd_rgb_observations = dict() + bb_maxs = torch.tensor(coord_bounds[3:6]) # max voxel scene boundary + bb_maxs = bb_maxs.to(torch.float) + bb_maxs = bb_maxs.unsqueeze(0) # Collect all cameras' observations for (cam_uid, images), (sensor_uid, sensor) in zip( @@ -141,23 +144,31 @@ def sensor_data_to_voxel( position = images["PositionSegmentation"] if seg: segmentation = position[..., 3].clone() - position = position.float() - position[..., 3] = 1 # convert to homogeneious coordinates + position[..., 3] = position[..., 3] != 0 # mask out infinitely far points + position = position.float() # position -> camera-frame xyzw coordinates + + # Record w=0 (infinitely far) points' indices + out_indices = (position[..., 3] == 0) + out_indices = out_indices.reshape(out_indices.shape[0], -1) + + # Convert to world space position and update camera data + position[..., 3] = 1 # for matrix multiplication position[..., :3] = ( position[..., :3] / 1000.0 ) # convert the raw depth from millimeters to meters - - # Convert to world space position and update camera data cam2world = camera_params[cam_uid]["cam2world_gl"] xyzw = position.reshape(position.shape[0], -1, 4) @ cam2world.transpose( 1, 2 ) + + # Set w=0 points outside the bounds, so that they can be cropped during voxelization xyz = xyzw[..., :3] / xyzw[..., 3].unsqueeze(-1) # dehomogeneize + xyz[out_indices, :] = bb_maxs + 1 cam_data["xyz"] = xyz + + # Extract seg and rgb data if seg: cam_data["seg"] = segmentation.reshape(segmentation.shape[0], -1, 1) - - # Extract rgb data if "Color" in images: rgb = images["Color"][..., :3].clone() rgb = rgb / 255 # convert to range [0, 1] From b029e5a0079707ff45cd32f12e9fc63824f9eb15 Mon Sep 17 00:00:00 2001 From: Nan Date: Mon, 27 Jan 2025 13:36:16 -0800 Subject: [PATCH 11/11] voxel obs supported --- mani_skill/envs/sapien_env.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/mani_skill/envs/sapien_env.py b/mani_skill/envs/sapien_env.py index e9ec787c0..e74c40a85 100644 --- a/mani_skill/envs/sapien_env.py +++ b/mani_skill/envs/sapien_env.py @@ -121,7 +121,7 @@ class BaseEnv(gym.Env): SUPPORTED_ROBOTS: List[Union[str, Tuple[str]]] = None """Override this to enforce which robots or tuples of robots together are supported in the task. During env creation, setting robot_uids auto loads all desired robots into the scene, but not all tasks are designed to support some robot setups""" - SUPPORTED_OBS_MODES = ("state", "state_dict", "none", "sensor_data", "rgb", "depth", "segmentation", "rgbd", "rgb+depth", "rgb+depth+segmentation", "rgb+segmentation", "depth+segmentation", "pointcloud") + SUPPORTED_OBS_MODES = ("state", "state_dict", "none", "sensor_data", "rgb", "depth", "segmentation", "rgbd", "rgb+depth", "rgb+depth+segmentation", "rgb+segmentation", "depth+segmentation", "pointcloud", "voxel") SUPPORTED_REWARD_MODES = ("normalized_dense", "dense", "sparse", "none") SUPPORTED_RENDER_MODES = ("human", "rgb_array", "sensors", "all") """The supported render modes. Human opens up a GUI viewer. rgb_array returns an rgb array showing the current environment state. @@ -526,6 +526,15 @@ def get_obs(self, info: Optional[Dict] = None): # TODO support more flexible pcd obs mode with new render system obs = self._get_obs_with_sensor_data(info) obs = sensor_data_to_pointcloud(obs, self._sensors) + elif self._obs_mode == "voxel": + # assert on _obs_mode_config here, and pass them to the convertion function + assert self._obs_mode_config != None, "You mush pass in configs in voxel observation mode via obs_mode_config keyword arg in gym.make(). See the Maniskill docs for details. No such config detected." + assert "voxel_size" in self._obs_mode_config.keys(), "Lacking voxel_size (voxel size) in observation configs" + assert "coord_bounds" in self._obs_mode_config.keys(), "Lacking coord_bounds (coordinate bounds) in observation configs" + assert "device" in self._obs_mode_config.keys(), "Lacking device (device for voxelizations) in observation configs" + assert "segmentation" in self._obs_mode_config.keys(), "Lacking segmentation (a boolean indicating whether including voxel segmentations) in observation configs" + obs = self._get_obs_with_sensor_data(info) + obs = sensor_data_to_voxel(obs, self._sensors, self._obs_mode_config) elif self._obs_mode == "sensor_data": # return raw texture data dependent on choice of shader obs = self._get_obs_with_sensor_data(info, apply_texture_transforms=False)

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zndPIX1kCz$Bhh@y|J?lNiBApH|1(4x`JV&C{|^1nME&n<{D1jvJU*v+OM!&V6)a<* OFC{ru*(#7p(0>6Sx&%@H literal 0 HcmV?d00001 diff --git a/docs/source/user_guide/concepts/observation.md b/docs/source/user_guide/concepts/observation.md index 0a7fa5e58..b493c3b7c 100644 --- a/docs/source/user_guide/concepts/observation.md +++ b/docs/source/user_guide/concepts/observation.md @@ -92,6 +92,47 @@ For a quick demo to visualize pointclouds, you can run python -m mani_skill.examples.demo_vis_pcd -e "PushCube-v1" ``` +### voxel +This observation mode has the same data format as the [sensor_data mode](#sensor_data), but all sensor data from cameras are removed and instead a new key is added called `voxel_grid`. + +To use this observation mode, a dictionary of observation config parameters is required to be passed in via obs_mode_config during environment initializations (gym.make()). It should contain the following voxelization config hyperparameters: + +- `coord_bounds`: `[torch.float32, torch.float32, torch.float32, torch.float32, torch.float32, torch.float32]` It has form **[x_min, y_min, z_min, x_max, y_max, z_max]** defining the metric volume to be voxelized. +- `voxel_size`: `torch.int` Defining the side length of each voxel, assuming that all voxels are cubic. +- `device`: `torch.device` The device on which the voxelization takes place. +- `segmentation`: `bool` Defining whether or not to estimate voxel segmentations using the point cloud segmentations. If true then num_channels=11 (including one channel for voxel segmentation), otherwise num_channels=10. + +Then, as you step throught the environment you created and get observations, you can see the extra key `voxel_grid` indicating the voxel grid generated: + + +- `voxel_grid`: `[torch.int, torch.int, torch.int, torch.int, torch.int]` It has form **[N, voxel_size, voxel_size, voxel_size, num_channels]**. Voxel grids generated by fusing the point cloud and rgb data from all cameras. `N` is the batch size. `voxel_size` is the side length of the voxel, as indicated in voxelization configs. `num_channels` indicates the number of feature channels for each voxel. + + +The voxel grid can be visualized below. This is an image showing the voxelized scene of PushCube-v1 with slightly-tuned default hyperparameters. The voxel grid is reconstructed from the front camera, following the default camera settings of the PuchCube-v1 task, and hence it only contains the front voxels instead of the voxels throughout the scene. + +```{image} images/voxel_pushcube.png +--- +alt: Voxelized PushCube-v1 scene at the initial state +--- +``` + +For a quick demo to visualize voxel grids, you can run + + +```bash +python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" --voxel-size 200 --zoom-factor 2.2 --coord-bounds -1 -1 -1 2 2 2 +``` + +Or simply + +```bash +python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" +``` + +When using just the default settings. + +Furthermore, if you use more sensors (currently only RGB and depth cameras) to film the scene and collect more point cloud and RGB data, you can get a more accurate voxel grid reconstruction of the scene. + ## Segmentation Data Objects upon being loaded are automatically assigned a segmentation ID (the `per_scene_id` attribute of `sapien.Entity` objects). To get information about which IDs refer to which Actors / Links, you can run the code below @@ -113,4 +154,4 @@ Note that ID 0 refers to the distant background. For a quick demo of this, you c ```bash python -m mani_skill.examples.demo_vis_segmentation -e "PushCube-v1" # plot all segmentations python -m mani_skill.examples.demo_vis_segmentation -e "PushCube-v1" --id cube # mask everything but the object with name "cube" -``` +``` \ No newline at end of file diff --git a/mani_skill/envs/utils/observations/observations.py b/mani_skill/envs/utils/observations/observations.py index 89a6de3b6..2fe4bf455 100644 --- a/mani_skill/envs/utils/observations/observations.py +++ b/mani_skill/envs/utils/observations/observations.py @@ -11,7 +11,7 @@ from mani_skill.sensors.base_sensor import BaseSensor, BaseSensorConfig from mani_skill.sensors.camera import Camera from mani_skill.utils import common - +from mani_skill.envs.utils.observations.voxelizer import VoxelGrid def sensor_data_to_rgbd( observation: Dict, diff --git a/mani_skill/examples/demo_vis_voxel.py b/mani_skill/examples/demo_vis_voxel.py new file mode 100644 index 000000000..32744a67d --- /dev/null +++ b/mani_skill/examples/demo_vis_voxel.py @@ -0,0 +1,93 @@ +import argparse + +import gymnasium as gym +import numpy as np + +from mani_skill.envs.sapien_env import BaseEnv +from mani_skill.utils.visualization.voxel_visualizer import visualise_voxel +import torch +from tqdm import tqdm +import matplotlib.pyplot as plt +import cv2 + +def parse_args(args=None): + parser = argparse.ArgumentParser() + parser.add_argument("-e", "--env-id", type=str, default="PushCube-v1", help="The environment ID of the task you want to simulate") + parser.add_argument("--voxel-size", type=int, default=200, help="The number of voxels per side") + parser.add_argument("--zoom-factor", type=float, default=1, help="Zoom factor of the camera when generating the output voxel visualizations") + parser.add_argument("--segmentation", type=bool, default=True, help="Whether or not to include voxel segmentation estimations") + parser.add_argument("--rotation-amount", type=float, default=45, help="The amount of rotation of camera for filming the voxelized scene") + parser.add_argument("--cam-width", type=int, default=720, help="Override the width of every camera in the environment") + parser.add_argument("--cam-height", type=int, default=480, help="Override the height of every camera in the environment") + parser.add_argument( + "--coord-bounds", + nargs="*", + type=float, + default=[-1, -1, -1, 2, 2, 2], + help="Whether or not to perform voxel segmentation estimations and include them in the results" + ) + parser.add_argument( + "-s", + "--seed", + type=int, + help="Seed the random actions and environment. Default is no seed", + ) + args = parser.parse_args() + return args + +def render_filtered_voxels(voxel_grid, zf=1.0, rotation_amount=60): + flood_id = 17 + vis_voxel_grid = voxel_grid.permute(0, 4, 1, 2, 3).detach().cpu().numpy() + floor_map = (vis_voxel_grid[:, 9, ...] == flood_id) + floor_map = torch.tensor(floor_map) + floor_map = floor_map.unsqueeze(1).repeat(1, 11, 1, 1, 1) + vis_voxel_grid[floor_map] = 0 + + rendered_img = visualise_voxel(vis_voxel_grid[0], + None, + None, + voxel_size=0.01, + zoom_factor=zf, + rotation_amount=np.deg2rad(rotation_amount)) + return rendered_img + + +def main(args): + if args.seed is not None: + np.random.seed(args.seed) + sensor_configs = dict() + if args.cam_width: + sensor_configs["width"] = args.cam_width + if args.cam_height: + sensor_configs["height"] = args.cam_height + obs_mode_config = {"coord_bounds": args.coord_bounds, # TODO: add a list of coord bounds by parsing them + "voxel_size": args.voxel_size, + "device": torch.device("cuda" if torch.cuda.is_available() else "cpu"), + "segmentation": args.segmentation} + env: BaseEnv = gym.make( + args.env_id, + obs_mode="voxel", + reward_mode="none", + obs_mode_config=obs_mode_config, + sensor_configs=sensor_configs, + ) + + # Interactively show the voxelized scene + zf = args.zoom_factor # controlling camera zoom-ins + obs, _ = env.reset() + while True: + action = env.action_space.sample() + obs, reward, terminated, truncated, info = env.step(action) + voxel_grid = obs["voxel_grid"] + img = render_filtered_voxels(voxel_grid, zf, args.rotation_amount) + plt.axis('off') + plt.imshow(img) + plt.show() + if terminated or truncated: + break + env.close() + + + +if __name__ == "__main__": + main(parse_args()) diff --git a/mani_skill/utils/visualization/__init__.py b/mani_skill/utils/visualization/__init__.py index 7b2d36824..d9bf6a16a 100644 --- a/mani_skill/utils/visualization/__init__.py +++ b/mani_skill/utils/visualization/__init__.py @@ -8,3 +8,4 @@ tile_images, ) from .renderer import ImageRenderer +from .voxel_visualizer import * diff --git a/mani_skill/utils/visualization/voxel_visualizer.py b/mani_skill/utils/visualization/voxel_visualizer.py new file mode 100644 index 000000000..e3d7b2940 --- /dev/null +++ b/mani_skill/utils/visualization/voxel_visualizer.py @@ -0,0 +1,201 @@ +# Borrowed and modified from https://github.com/stepjam/ARM/blob/main/arm/utils.py + +import numpy as np +import pyrender +import torch +import trimesh +from pyrender.trackball import Trackball +# from rlbench.backend.const import DEPTH_SCALE +from scipy.spatial.transform import Rotation + +# SCALE_FACTOR = DEPTH_SCALE +DEFAULT_SCENE_SCALE = 2.0 + + +def loss_weights(replay_sample, beta=1.0): + loss_weights = 1.0 + if 'sampling_probabilities' in replay_sample: + probs = replay_sample['sampling_probabilities'] + loss_weights = 1.0 / torch.sqrt(probs + 1e-10) + loss_weights = (loss_weights / torch.max(loss_weights)) ** beta + return loss_weights + + +def soft_updates(net, target_net, tau): + for param, target_param in zip(net.parameters(), target_net.parameters()): + target_param.data.copy_( + tau * param.data + (1 - tau) * target_param.data + ) + + +def stack_on_channel(x): + # expect (B, T, C, ...) + return torch.cat(torch.split(x, 1, dim=1), dim=2).squeeze(1) + + +def normalize_quaternion(quat): + return np.array(quat) / np.linalg.norm(quat, axis=-1, keepdims=True) + + +def quaternion_to_discrete_euler(quaternion, resolution): + euler = Rotation.from_quat(quaternion).as_euler('xyz', degrees=True) + 180 + assert np.min(euler) >= 0 and np.max(euler) <= 360 + disc = np.around((euler / resolution)).astype(int) + disc[disc == int(360 / resolution)] = 0 + return disc + + +def discrete_euler_to_quaternion(discrete_euler, resolution): + euluer = (discrete_euler * resolution) - 180 + return Rotation.from_euler('xyz', euluer, degrees=True).as_quat() + + +def point_to_voxel_index( + point: np.ndarray, + voxel_size: np.ndarray, + coord_bounds: np.ndarray): + bb_mins = np.array(coord_bounds[0:3]) + bb_maxs = np.array(coord_bounds[3:]) + dims_m_one = np.array([voxel_size] * 3) - 1 + bb_ranges = bb_maxs - bb_mins + res = bb_ranges / (np.array([voxel_size] * 3) + 1e-12) + voxel_indicy = np.minimum( + np.floor((point - bb_mins) / (res + 1e-12)).astype( + np.int32), dims_m_one) + return voxel_indicy + + +def point_to_pixel_index( + point: np.ndarray, + extrinsics: np.ndarray, + intrinsics: np.ndarray): + point = np.array([point[0], point[1], point[2], 1]) + world_to_cam = np.linalg.inv(extrinsics) + point_in_cam_frame = world_to_cam.dot(point) + px, py, pz = point_in_cam_frame[:3] + px = 2 * intrinsics[0, 2] - int(-intrinsics[0, 0] * (px / pz) + intrinsics[0, 2]) + py = 2 * intrinsics[1, 2] - int(-intrinsics[1, 1] * (py / pz) + intrinsics[1, 2]) + return px, py + + +def _compute_initial_camera_pose(scene): + # Adapted from: + # https://github.com/mmatl/pyrender/blob/master/pyrender/viewer.py#L1032 + centroid = scene.centroid + scale = scene.scale + if scale == 0.0: + scale = DEFAULT_SCENE_SCALE + s2 = 1.0 / np.sqrt(2.0) + cp = np.eye(4) + cp[:3, :3] = np.array([[0.0, -s2, s2], [1.0, 0.0, 0.0], [0.0, s2, s2]]) + hfov = np.pi / 6.0 + dist = scale / (2.0 * np.tan(hfov)) + cp[:3, 3] = dist * np.array([1.0, 0.0, 1.0]) + centroid + return cp + + +def _from_trimesh_scene( + trimesh_scene, bg_color=None, ambient_light=None): + # convert trimesh geometries to pyrender geometries + geometries = {name: pyrender.Mesh.from_trimesh(geom, smooth=False) + for name, geom in trimesh_scene.geometry.items()} + # create the pyrender scene object + scene_pr = pyrender.Scene(bg_color=bg_color, ambient_light=ambient_light) + # add every node with geometry to the pyrender scene + for node in trimesh_scene.graph.nodes_geometry: + pose, geom_name = trimesh_scene.graph[node] + scene_pr.add(geometries[geom_name], pose=pose) + return scene_pr + + +def _create_bounding_box(scene, voxel_size, res): + l = voxel_size * res + T = np.eye(4) + w = 0.01 + for trans in [[0, 0, l / 2], [0, l, l / 2], [l, l, l / 2], [l, 0, l / 2]]: + T[:3, 3] = np.array(trans) - voxel_size / 2 + scene.add_geometry(trimesh.creation.box( + [w, w, l], T, face_colors=[0, 0, 0, 255])) + for trans in [[l / 2, 0, 0], [l / 2, 0, l], [l / 2, l, 0], [l / 2, l, l]]: + T[:3, 3] = np.array(trans) - voxel_size / 2 + scene.add_geometry(trimesh.creation.box( + [l, w, w], T, face_colors=[0, 0, 0, 255])) + for trans in [[0, l / 2, 0], [0, l / 2, l], [l, l / 2, 0], [l, l / 2, l]]: + T[:3, 3] = np.array(trans) - voxel_size / 2 + scene.add_geometry(trimesh.creation.box( + [w, l, w], T, face_colors=[0, 0, 0, 255])) + + +def create_voxel_scene( + voxel_grid: np.ndarray, + q_attention: np.ndarray = None, + highlight_coordinate: np.ndarray = None, + highlight_alpha: float = 1.0, + voxel_size: float = 0.1, + show_bb: bool = False, + alpha: float = 0.5): + _, d, h, w = voxel_grid.shape + v = voxel_grid.transpose((1, 2, 3, 0)) + occupancy = v[:, :, :, -1] != 0 + alpha = np.expand_dims(np.full_like(occupancy, alpha, dtype=np.float32), -1) + rgb = np.concatenate([(v[:, :, :, 3:6] + 1)/ 2.0, alpha], axis=-1) + + if q_attention is not None: + q = np.max(q_attention, 0) + q = q / np.max(q) + show_q = (q > 0.75) + occupancy = (show_q + occupancy).astype(bool) + q = np.expand_dims(q - 0.5, -1) # Max q can be is 0.9 + q_rgb = np.concatenate([ + q, np.zeros_like(q), np.zeros_like(q), + np.clip(q, 0, 1)], axis=-1) + rgb = np.where(np.expand_dims(show_q, -1), q_rgb, rgb) + + if highlight_coordinate is not None: + x, y, z = highlight_coordinate + occupancy[x, y, z] = True + rgb[x, y, z] = [1.0, 0.0, 0.0, highlight_alpha] + + transform = trimesh.transformations.scale_and_translate( + scale=voxel_size, translate=(0.0, 0.0, 0.0)) + trimesh_voxel_grid = trimesh.voxel.VoxelGrid( + encoding=occupancy, transform=transform) + geometry = trimesh_voxel_grid.as_boxes(colors=rgb) + scene = trimesh.Scene() + scene.add_geometry(geometry) + if show_bb: + assert d == h == w + _create_bounding_box(scene, voxel_size, d) + return scene + + +def visualise_voxel(voxel_grid: np.ndarray, + q_attention: np.ndarray = None, + highlight_coordinate: np.ndarray = None, + highlight_alpha: float = 1.0, + rotation_amount: float = 0.0, + show: bool = False, + voxel_size: float = 0.1, + offscreen_renderer: pyrender.OffscreenRenderer = None, + show_bb: bool = False, + zoom_factor: float = 1.0): + scene = create_voxel_scene( + voxel_grid, q_attention, highlight_coordinate, + highlight_alpha, voxel_size, show_bb) + if show: + scene.show() + else: + r = offscreen_renderer or pyrender.OffscreenRenderer( + viewport_width=640, viewport_height=480, point_size=1.0) + s = _from_trimesh_scene( + scene, ambient_light=[0.8, 0.8, 0.8], + bg_color=[1.0, 1.0, 1.0]) + cam = pyrender.PerspectiveCamera( + yfov=np.pi / 4.0 / zoom_factor, aspectRatio=r.viewport_width/r.viewport_height) + p = _compute_initial_camera_pose(s) + t = Trackball(p, (r.viewport_width, r.viewport_height), s.scale, s.centroid) + t.rotate(rotation_amount, np.array([0.0, 0.0, 1.0])) + s.add(cam, pose=t.pose) + color, depth = r.render(s) + return color.copy() + \ No newline at end of file From 42713a5f17a9dd59a246b31e613d3899683f914b Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Tue, 9 Jul 2024 17:18:00 -0700 Subject: [PATCH 03/11] debugged --- mani_skill/envs/utils/observations/observations.py | 1 + 1 file changed, 1 insertion(+) diff --git a/mani_skill/envs/utils/observations/observations.py b/mani_skill/envs/utils/observations/observations.py index 89a6de3b6..06daef0f8 100644 --- a/mani_skill/envs/utils/observations/observations.py +++ b/mani_skill/envs/utils/observations/observations.py @@ -11,6 +11,7 @@ from mani_skill.sensors.base_sensor import BaseSensor, BaseSensorConfig from mani_skill.sensors.camera import Camera from mani_skill.utils import common +from mani_skill.envs.utils.observations.voxelizer import VoxelGrid def sensor_data_to_rgbd( From 5d978e090338632de51b800b8944669306730ce4 Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Tue, 9 Jul 2024 21:00:17 -0700 Subject: [PATCH 04/11] voxelization docs and images added --- .../concepts/images/voxel_cam_view_all.png | Bin 0 -> 69591 bytes .../concepts/images/voxel_cam_view_one.png | Bin 0 -> 102924 bytes .../images/voxel_pushcube_complete.png | Bin 0 -> 154264 bytes .../source/user_guide/concepts/observation.md | 28 ++++++++++++++++-- mani_skill/envs/sapien_env.py | 4 +-- mani_skill/examples/demo_vis_rgbd.py | 9 ++++-- 6 files changed, 34 insertions(+), 7 deletions(-) create mode 100644 docs/source/user_guide/concepts/images/voxel_cam_view_all.png create mode 100644 docs/source/user_guide/concepts/images/voxel_cam_view_one.png create mode 100644 docs/source/user_guide/concepts/images/voxel_pushcube_complete.png diff --git a/docs/source/user_guide/concepts/images/voxel_cam_view_all.png b/docs/source/user_guide/concepts/images/voxel_cam_view_all.png new file mode 100644 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`voxel_size`: `torch.int` Defining the side length of each voxel, assuming that all voxels are cubic. -- `device`: `torch.device` The device on which the voxelization takes place. +- `device`: `torch.device` The device on which the voxelization takes place. Something like **torch.device("cuda" if torch.cuda.is_available() else "cpu")** - `segmentation`: `bool` Defining whether or not to estimate voxel segmentations using the point cloud segmentations. If true then num_channels=11 (including one channel for voxel segmentation), otherwise num_channels=10. Then, as you step throught the environment you created and get observations, you can see the extra key `voxel_grid` indicating the voxel grid generated: @@ -116,6 +116,14 @@ alt: Voxelized PushCube-v1 scene at the initial state --- ``` +The RGBD image data used to reconstruct the voxel scene above is shown in the following figure. Here we use only one base camera in PushCube-v1 task. + +```{image} images/voxel_cam_view_one.png +--- +alt: Corresponding RGBD observations +--- +``` + For a quick demo to visualize voxel grids, you can run @@ -131,7 +139,23 @@ python -m mani_skill.examples.demo_vis_voxel -e "PushCube-v1" When using just the default settings. -Furthermore, if you use more sensors (currently only RGB and depth cameras) to film the scene and collect more point cloud and RGB data, you can get a more accurate voxel grid reconstruction of the scene. +Furthermore, if you use more sensors (currently only RGB and depth cameras) to film the scene and collect more point cloud and RGB data from different poses, you can get a more accurate voxel grid reconstruction of the scene. Figure below gives a more completely reconstructed voxel scene of PushCube-v1 using more RGBD cameras. + +```{image} images/voxel_pushcube_complete.png +--- +alt: Densely voxelized PushCube-v1 scene at the initial state +--- +``` + +It is reconstructed using 5 cameras located at the up, left, right, front, and back of the tabletop scene, respectively, as shown in the visualized RGBD observations below. + +```{image} images/voxel_cam_view_all.png +--- +alt: Corresponding RGBD observations +--- +``` + + ## Segmentation Data diff --git a/mani_skill/envs/sapien_env.py b/mani_skill/envs/sapien_env.py index 21746e80f..561409a84 100644 --- a/mani_skill/envs/sapien_env.py +++ b/mani_skill/envs/sapien_env.py @@ -102,7 +102,7 @@ class BaseEnv(gym.Env): SUPPORTED_ROBOTS: List[Union[str, Tuple[str]]] = None """Override this to enforce which robots or tuples of robots together are supported in the task. During env creation, setting robot_uids auto loads all desired robots into the scene, but not all tasks are designed to support some robot setups""" - SUPPORTED_OBS_MODES = ("state", "state_dict", "none", "sensor_data", "rgb", "rgbd", "pointcloud") + SUPPORTED_OBS_MODES = ("state", "state_dict", "none", "sensor_data", "rgb", "rgbd", "pointcloud", "voxel") SUPPORTED_REWARD_MODES = ("normalized_dense", "dense", "sparse", "none") SUPPORTED_RENDER_MODES = ("human", "rgb_array", "sensors") """The supported render modes. Human opens up a GUI viewer. rgb_array returns an rgb array showing the current environment state. @@ -415,7 +415,7 @@ def get_obs(self, info: Dict = None): obs = common.flatten_state_dict(state_dict, use_torch=True, device=self.device) elif self._obs_mode == "state_dict": obs = self._get_obs_state_dict(info) - elif self._obs_mode in ["sensor_data", "rgbd", "rgb", "pointcloud"]: + elif self._obs_mode in ["sensor_data", "rgbd", "rgb", "pointcloud", "voxel"]: obs = self._get_obs_with_sensor_data(info) if self._obs_mode == "rgbd": obs = sensor_data_to_rgbd(obs, self._sensors, rgb=True, depth=True, segmentation=True) diff --git a/mani_skill/examples/demo_vis_rgbd.py b/mani_skill/examples/demo_vis_rgbd.py index a91b34928..7ec4f2b3d 100644 --- a/mani_skill/examples/demo_vis_rgbd.py +++ b/mani_skill/examples/demo_vis_rgbd.py @@ -64,18 +64,21 @@ def main(args): action = env.action_space.sample() obs, reward, terminated, truncated, info = env.step(action) cam_num = 0 - imgs=[] + rgbImgs=[] + depthImgs=[] for cam in obs["sensor_data"].keys(): if "rgb" in obs["sensor_data"][cam]: rgb = common.to_numpy(obs["sensor_data"][cam]["rgb"][0]) depth = common.to_numpy(obs["sensor_data"][cam]["depth"][0]).astype(np.float32) depth = depth / (depth.max() - depth.min()) - imgs.append(rgb) + rgbImgs.append(rgb) depth_rgb = np.zeros_like(rgb) depth_rgb[..., :] = depth*255 - imgs.append(depth_rgb) + depthImgs.append(depth_rgb) cam_num += 1 + + imgs = rgbImgs + depthImgs img = visualization.tile_images(imgs, nrows=n_cams) renderer(img) From 8065d72ee7b29029b305dbc33221bc2af6624923 Mon Sep 17 00:00:00 2001 From: astonastonaston Date: Wed, 10 Jul 2024 10:22:17 -0700 Subject: [PATCH 05/11] added demo docs --- .../user_guide/demos/images/voxel_pushcube.png | Bin 0 -> 161086 bytes docs/source/user_guide/demos/index.md | 13 +++++++++++++ 2 files changed, 13 insertions(+) create mode 100644 docs/source/user_guide/demos/images/voxel_pushcube.png diff --git 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