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upload cvimodels and fix readme
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siyizhang-sophgo authored and sophgo-yezx committed Dec 10, 2024
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87 changes: 48 additions & 39 deletions README.md
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| 模型名字 | 模型ID | 调用接口 |
| :--: | :----: | :--: |
| retinafaceIR_mnet0.25_342_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE| CVI_TDL_FaceDetection|
| yolov3.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV3| CVI_TDL_Detection |
| yolov5m.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV5| CVI_TDL_Detection |
| yolov5s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV5| CVI_TDL_Detection |
| yolov6m.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV6| CVI_TDL_Detection |
| yolov6s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV6| CVI_TDL_Detection |
| yolox_m.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOX| CVI_TDL_Detection |
| yolox_s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOX| CVI_TDL_Detection |
| yolov7-tiny.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV7| CVI_TDL_Detection |
| yolov8n.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8_DETECTION| CVI_TDL_Detection |
| yolov8s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8_DETECTION| CVI_TDL_Detection |
| ppyoloe.cvimodel| CVI_TDL_SUPPORTED_MODEL_PPYOLOE| CVI_TDL_Detection |
| yolov10n.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV10_DETECTION| CVI_TDL_Detection |
| hardhat_detection_v2.cvimodel | CVI_TDL_SUPPORTED_MODEL_YOLOV8_HARDHAT| CVI_TDL_Detection|
| hand_det_qat_640x384.cvimodel | CVI_TDL_SUPPORTED_MODEL_HAND_DETECTION| CVI_TDL_Detection |
| pet_det_640x384.cvimodel| CVI_TDL_SUPPORTED_MODEL_PERSON_PETS_DETECTION| CVI_TDL_Detection |
| yolov8n_384_640_person_vehicle.cvimodel| CVI_TDL_SUPPORTED_MODEL_PERSON_VEHICLE_DETECTION| CVI_TDL_Detection |
| meeting_det_640x384.cvimodel| CVI_TDL_SUPPORTED_MODEL_HAND_FACE_PERSON_DETECTION| CVI_TDL_Detection |
| yolov8n_headperson.cvimodel| CVI_TDL_SUPPORTED_MODEL_HEAD_PERSON_DETECTION| CVI_TDL_Detection |
| mobiledetv2-d0-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_COCO80| CVI_TDL_Detection |
| mobiledetv2-d1-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_COCO80| CVI_TDL_Detection |
| mobiledetv2-d2-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_COCO80| CVI_TDL_Detection |
| mobiledetv2-vehicle-d0-ls.cvimode | CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_VEHICLE| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-384.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-448.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-640.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-768.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d1-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d1-ls-1024.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| retinaface_mnet0.25_342_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE| CVI_TDL_FaceDetection|
| retinaface_mnet0.25_608_342.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE| CVI_TDL_FaceDetection|
| retinaface_mnet0.25_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE| CVI_TDL_FaceDetection|
| retinafaceIR_mnet0.25_342_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE_IR| CVI_TDL_FaceDetection|
| retinafaceIR_mnet0.25_608_342.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE_IR| CVI_TDL_FaceDetection|
| retinafaceIR_mnet0.25_608_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE_IR| CVI_TDL_FaceDetection|
| hardhat_detection_v2.cvimodel | CVI_TDL_SUPPORTED_MODEL_YOLOV8_HARDHAT| CVI_TDL_Detection|
| scrfd_320_256_ir.cvimodel | CVI_TDL_SUPPORTED_MODEL_SCRFDFACE| CVI_TDL_FaceDetection|
| scrfd_480_270_int8.cvimodel | CVI_TDL_SUPPORTED_MODEL_SCRFDFACE| CVI_TDL_FaceDetection|
| scrfd_480_360_int8.cvimodel | CVI_TDL_SUPPORTED_MODEL_SCRFDFACE| CVI_TDL_FaceDetection|
| scrfd_500m_bnkps_432_768.cvimodel | CVI_TDL_SUPPORTED_MODEL_SCRFDFACE| CVI_TDL_FaceDetection|
| scrfd_768_432_int8_1x.cvimodel | CVI_TDL_SUPPORTED_MODEL_SCRFDFACE| CVI_TDL_FaceDetection|
| face_attr_112_112.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACEATTRIBUTE_CLS| CVI_TDL_FaceAttribute_cls|
| retinafaceIR_mnet0.25_342_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE_IR| CVI_TDL_FaceDetection|
| retinafaceIR_mnet0.25_608_342.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE_IR| CVI_TDL_FaceDetection|
| retinafaceIR_mnet0.25_608_608.cvimodel | CVI_TDL_SUPPORTED_MODEL_RETINAFACE_IR| CVI_TDL_FaceDetection|
| retinaface_yolox_fdmask.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACEMASKDETECTION| CVI_TDL_FaceDetection|
| pipnet_blurness_v5_64_retinaface_50ep.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACELANDMARKERDET2| CVI_TDL_FaceLandmarkerDet2|
| fqnet-v5_shufflenetv2-softmax.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACEQUALITY| CVI_TDL_FaceQuality|
| mask_classifier.cvimodel | CVI_TDL_SUPPORTED_MODEL_MASKCLASSIFICATION | CVI_TDL_MaskClassification |
| cviface-v5-m.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACERECOGNITION| CVI_TDL_FaceRecognition|
| cviface-v6-s.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACERECOGNITION| CVI_TDL_FaceRecognition|
| mask_classifier.cvimodel | CVI_TDL_SUPPORTED_MODEL_MASKCLASSIFICATION | CVI_TDL_MaskClassification |
| hand_cls_128x128.cvimodel | CVI_TDL_SUPPORTED_MODEL_HAND_KEYPOINT| CVI_TDL_HandClassification |
| hand_kpt_128x128.cvimodel | CVI_TDL_SUPPORTED_MODEL_HAND_KEYPOINT_CLASSIFICATION| CVI_TDL_HandKeypoint |
| hand_kpt_cls9.cvimodel | CVI_TDL_SUPPORTED_MODEL_HAND_DETECTION| CVI_TDL_HandKeypointClassification |
| hand_det_qat_640x384.cvimodel | CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_VEHICLE| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-384.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-448.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-640.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d0-ls-768.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d1-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-pedestrian-d1-ls-1024.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_PEDESTRIAN| CVI_TDL_Detection |
| mobiledetv2-d0-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_COCO80| CVI_TDL_Detection |
| mobiledetv2-d1-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_COCO80| CVI_TDL_Detection |
| mobiledetv2-d2-ls.cvimodel| CVI_TDL_SUPPORTED_MODEL_MOBILEDETV2_COCO80| CVI_TDL_Detection |
| yolov5m.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV5| CVI_TDL_Detection |
| yolov5s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV5| CVI_TDL_Detection |
| yolox_m.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOX| CVI_TDL_Detection |
| yolox_s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOX| CVI_TDL_Detection |
| c10_lightv2_mse40_mix.cvimodel| CVI_TDL_SUPPORTED_MODEL_SOUNDCLASSIFICATION| CVI_TDL_SoundClassification |
| face_attr_112_112.cvimodel | CVI_TDL_SUPPORTED_MODEL_FACEATTRIBUTE_CLS| CVI_TDL_FaceAttribute_cls|
| hand_cls_128x128.cvimodel | CVI_TDL_SUPPORTED_MODEL_HANDCLASSIFICATION| CVI_TDL_HandClassification |
| hand_kpt_128x128.cvimodel | CVI_TDL_SUPPORTED_MODEL_HAND_KEYPOINT| CVI_TDL_HandKeypoint |
| hand_kpt_cls9.cvimodel | CVI_TDL_SUPPORTED_MODEL_HAND_KEYPOINT_CLASSIFICATION| CVI_TDL_HandKeypointClassification |
| wpodnet_v0_bf16.cvimodel| CVI_TDL_SUPPORTED_MODEL_WPODNET| CVI_TDL_LicensePlateDetection |
| lprnet_v0_tw_bf16.cvimodel| CVI_TDL_SUPPORTED_MODEL_LPRNET_TW| CVI_TDL_LicensePlateDetection_TW |
| lprnet_v1_cn_bf16.cvimodel| CVI_TDL_SUPPORTED_MODEL_LPRNET_CN| CVI_TDL_LicensePlateDetection_CN |
| pipnet_blurness_v5_64_retinaface_50ep.cvimodel| CVI_TDL_SUPPORTED_MODEL_FACELANDMARKERDET2| CVI_TDL_FaceLandmarkerDet2 |
| pet_det_640x384.cvimodel| CVI_TDL_SUPPORTED_MODEL_PERSON_PETS_DETECTION| CVI_TDL_Detection |
| yolov8n_384_640_person_vehicle.cvimodel| CVI_TDL_SUPPORTED_MODEL_PERSON_VEHICLE_DETECTION| CVI_TDL_Detection |
| meeting_det_640x384.cvimodel| CVI_TDL_SUPPORTED_MODEL_HAND_FACE_PERSON_DETECTION| CVI_TDL_Detection |
| yolov8n_headperson.cvimodel| CVI_TDL_SUPPORTED_MODEL_HEAD_PERSON_DETECTION| CVI_TDL_Detection |
| yolov8n_pose_384_640.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8POSE| CVI_TDL_Yolov8_Pose |
| yolov7-tiny.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV7| CVI_TDL_Detection |
| yolov8n.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8_DETECTION| CVI_TDL_Detection |
| yolov8s.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8_DETECTION| CVI_TDL_Detection |
| ppyoloe.cvimodel| CVI_TDL_SUPPORTED_MODEL_PPYOLOE| CVI_TDL_Detection |
| yolov10n.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV10_DETECTION| CVI_TDL_Detection |
| ir_liveness.cvimodel| CVI_TDL_IrLiveness| CVI_TDL_SUPPORTED_MODEL_IRLIVENESS |
| yolov8n_pose_384_640.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8POSE| CVI_TDL_PoseDetection |
| simcc_mv2_pose.cvimodel| CVI_TDL_SUPPORTED_MODEL_SIMCC_POSE| CVI_TDL_PoseDetection |
| yolov8n_seg.cvimodel| CVI_TDL_SUPPORTED_MODEL_YOLOV8_SEG| CVI_TDL_YoloV8_Seg |
| face_landmark_bf16.cvimodel| CVI_TDL_FaceLandmarker| CVI_TDL_SUPPORTED_MODEL_FACELANDMARKER |
| eye_v1_bf16.cvimodel| CVI_TDL_EyeClassification| CVI_TDL_SUPPORTED_MODEL_EYECLASSIFICATION |
| yawn_v1_bf16.cvimodel| CVI_TDL_YawnClassification| CVI_TDL_SUPPORTED_MODEL_YAWNCLASSIFICATION |
| c10_lightv2_mse40_mix.cvimodel| CVI_TDL_SUPPORTED_MODEL_SOUNDCLASSIFICATION| CVI_TDL_SoundClassification |


| 模型名字 | ION/FlASH | 推理耗时(ms) | 模型性能 |
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| yolov8n.cvimodel | 31.56MB/3.5MB | 45.62 | mAP(0.5): 51.2% |
| yolov8n_headperson.cvimodel | 5.29M/3.13M | 26.5 | mAP(0.5): 78.5% |
| yolox_s.cvimodel | 95.44MB/10.0MB | 127.91 | mAP(0.5): 52.4% |

注:待更新
模型评测信息待更新
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