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Refactor COCO evaluation stats collection in det_engine #196

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Refactor COCO evaluation stats collection in det_engine #196

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developer0hye Mar 8, 2025
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8 changes: 3 additions & 5 deletions src/solver/det_engine.py
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Original file line number Diff line number Diff line change
Expand Up @@ -217,17 +217,15 @@ def evaluate(
# gather the stats from all processes
metric_logger.synchronize_between_processes()
print("Averaged stats:", metric_logger)
stats = {}
# stats = {k: meter.global_avg for k, meter in metric_logger.meters.items()}
if coco_evaluator is not None:
coco_evaluator.synchronize_between_processes()

# accumulate predictions from all images
if coco_evaluator is not None:
# accumulate predictions from all images
coco_evaluator.accumulate()
coco_evaluator.summarize()

stats = {}
# stats = {k: meter.global_avg for k, meter in metric_logger.meters.items()}
if coco_evaluator is not None:
if "bbox" in iou_types:
stats["coco_eval_bbox"] = coco_evaluator.coco_eval["bbox"].stats.tolist()
if "segm" in iou_types:
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