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  1. README.md +32 -3
  2. blurdataset.pth +3 -0
  3. bocchi.pth +3 -0
  4. reloblur.pth +3 -0
README.md CHANGED
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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Pretrained Checkpoints
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+
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+ | File | Train source | Paper Table 2 mIoU | Paper Table 3 mIoU |
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+ |-------------------|--------------|-------------------:|-------------------:|
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+ | `bocchi.pth` | BOCCHI | 0.850 | 0.403 |
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+ | `reloblur.pth` | ReLoBlur | 0.930 | 0.388 |
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+ | `blurdataset.pth` | BlurDataset | 0.640 | 0.276 |
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+
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+ All checkpoints are **MultiTransformUNet** (alias `DCTEverywhereUNet`,
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+ referred to in the paper as **MSDCT-UNet**): same architecture, different
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+ training source. Each is ~117 MB (FP32).
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+
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+ ## Download
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+
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+ > **Anonymous review note**: pretrained weights are hosted on an external
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+ > service that does not reveal author identity. Replace the URLs below with
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+ > the de-anonymised HuggingFace links during the camera-ready phase.
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+
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+ ```bash
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+ # placeholder (to be replaced before camera-ready)
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+ mkdir -p checkpoints
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+ curl -L <ANONYMIZED_URL>/bocchi.pth -o checkpoints/bocchi.pth
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+ curl -L <ANONYMIZED_URL>/reloblur.pth -o checkpoints/reloblur.pth
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+ curl -L <ANONYMIZED_URL>/blurdataset.pth -o checkpoints/blurdataset.pth
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+ ```
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+
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+ ## Verifying
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+
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+ ```bash
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+ python eval.py --config configs/bocchi.yaml --ckpt checkpoints/bocchi.pth --split val
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+ # Expected: mean_iou ~ 0.850
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+ ```
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