New scale_segments() function (#9570)
* Rename scale_coords to scale_boxes * add scale_segments
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@@ -44,7 +44,7 @@ from models.yolo import SegmentationModel
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from utils.callbacks import Callbacks
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from utils.general import (LOGGER, NUM_THREADS, Profile, check_dataset, check_img_size, check_requirements, check_yaml,
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coco80_to_coco91_class, colorstr, increment_path, non_max_suppression, print_args,
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scale_coords, xywh2xyxy, xyxy2xywh)
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scale_boxes, xywh2xyxy, xyxy2xywh)
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from utils.metrics import ConfusionMatrix, box_iou
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from utils.plots import output_to_target, plot_val_study
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from utils.segment.dataloaders import create_dataloader
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@@ -298,12 +298,12 @@ def run(
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if single_cls:
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pred[:, 5] = 0
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predn = pred.clone()
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scale_coords(im[si].shape[1:], predn[:, :4], shape, shapes[si][1]) # native-space pred
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scale_boxes(im[si].shape[1:], predn[:, :4], shape, shapes[si][1]) # native-space pred
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# Evaluate
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if nl:
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tbox = xywh2xyxy(labels[:, 1:5]) # target boxes
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scale_coords(im[si].shape[1:], tbox, shape, shapes[si][1]) # native-space labels
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scale_boxes(im[si].shape[1:], tbox, shape, shapes[si][1]) # native-space labels
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labelsn = torch.cat((labels[:, 0:1], tbox), 1) # native-space labels
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correct_bboxes = process_batch(predn, labelsn, iouv)
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correct_masks = process_batch(predn, labelsn, iouv, pred_masks, gt_masks, overlap=overlap, masks=True)
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