caibolun/DehazeNet

Can you share the dataset which you created using RESIDE?

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your model require the ground truth transmission map, which not available directly in the RESIDE, can you provide the link for generated dataset.

https://sites.google.com/view/reside-dehaze-datasets/reside-standard?authuser=0
You'll find hazy, clear and transmission in RESIDE standard. You may refer the link given above