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Fix SegNet example's evaluation protocol #249
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Hakuyume
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Jun 6, 2017
examples/segnet/README.md
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| ``` | ||
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| e.g., | ||
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| ``` | ||
| python evaluate.py 0 result/model_iteration-16000 | ||
| python evaluate.py --gpu 0 |
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This example is no longer needed.
| mean_accs.append(n_true_positive[cls_i] / n_true[cls_i]) | ||
| pixel_accs.append([n_true_positive[cls_i], n_true[cls_i]]) | ||
| imgs, pred_values, gt_values = apply_prediction_to_iterator( | ||
| model.predict, it) |
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Please delete imgs to save the memory. https://github.com/chainer/chainercv/blob/master/examples/detection/eval_voc07.py#L81-L82
examples/segnet/evaluate.py
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| gt_labels, = gt_values | ||
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| confusion = calc_semantic_segmentation_confusion( | ||
| pred_labels, gt_labels, len(camvid_label_names)) |
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len(camvid_label_names) is no longer needed.
https://github.com/chainer/chainercv/blob/master/chainercv/evaluations/eval_semantic_segmentation_iou.py#L7
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Split contents in #238.