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zejinwang / Blind2Unblind

This is an official implementation of the CVPR2022 paper "Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots".
https://arxiv.org/abs/2203.06967
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How to prepare ValidationNoisyBlocksRaw.mat for SIDD RAW training? #6

Closed wind-surfer closed 2 years ago

wind-surfer commented 2 years ago

Thank you for the great work but can you please provide some code/pointer on how to prepare ValidationNoisyBlocksRaw.mat which is required for validation for SIDD RAW denoising?

wind-surfer commented 2 years ago

Files can be downloaded from here: https://www.eecs.yorku.ca/~kamel/sidd/benchmark.php

tianshukai99 commented 1 year ago

Hi, how do I turn my own dataset into ValidationNoisyBlocksRaw.mat and ValidationGtBlocksRaw.mat when I train it directly on my own dataset? However after I run python train_sidd_b2u.py --data_dir . /data/train/SIDD_Medium_Raw_noisy_sub512 --val_dirs . /data/validation ---save_model_path . /experiments/results --log_name b2u_unet_raw_112rf20 --Lambda1 1.0 --Lambda2 2.0 --increase_ratio 20.0 Command Times Error Expecting miMATRIX type here, got 16843009, can you please help me? Really appreciate it!!!