ultralytics 8.3.67 NMS Export for Detect, Segment, Pose and OBB YOLO models (#18484)
Signed-off-by: Mohammed Yasin <32206511+Y-T-G@users.noreply.github.com> Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Laughing <61612323+Laughing-q@users.noreply.github.com> Co-authored-by: Laughing-q <1185102784@qq.com> Co-authored-by: Ultralytics Assistant <135830346+UltralyticsAssistant@users.noreply.github.com>
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17 changed files with 320 additions and 208 deletions
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@ -36,20 +36,6 @@ class OBBValidator(DetectionValidator):
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val = self.data.get(self.args.split, "") # validation path
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self.is_dota = isinstance(val, str) and "DOTA" in val # is COCO
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def postprocess(self, preds):
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"""Apply Non-maximum suppression to prediction outputs."""
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return ops.non_max_suppression(
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preds,
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self.args.conf,
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self.args.iou,
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labels=self.lb,
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nc=self.nc,
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multi_label=True,
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agnostic=self.args.single_cls or self.args.agnostic_nms,
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max_det=self.args.max_det,
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rotated=True,
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)
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def _process_batch(self, detections, gt_bboxes, gt_cls):
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"""
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Perform computation of the correct prediction matrix for a batch of detections and ground truth bounding boxes.
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