Custom dataset

[Jorisfournel]

Hello,

First of all thank you for your contribution.
Could you please point us what is to be changed in your code in order
to apply those networks to a custom dataset?

Thanks!!
Joris

[LeeJunHyun]

Dear @Jorisfournel , I appreciate about your interest.

At main.py#L93, you can change the path to your own dataset directory if your dataset already split train/valid/test.
In this case, you should save your ground truth data at TRAIN_PATH_NAME + _GT/,VALID_PATH_NAME + _GT/,TEST_PATH_NAME + _GT/

else, you can change the path of dataset.py#L99, if you have only the split image/groud truth. And then run dataset.py.

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or you can use argparser like
main.py --train_path='YOUR_TRAIN_IMG_PATH' --valid_path='YOUR_VALID_IMG_PATH' --test_path='YOUR_TEST_IMG_PATH'
In this case, you also should save your ground truth data at TRAIN_PATH_NAME + _GT/,VALID_PATH_NAME + _GT/,TEST_PATH_NAME + _GT/

or

dataset.py --origin_data_path='CUSTUM_IMAGE_PATH' --'origin_GT_path=CUSTUM_GROUND_TRUTH_PATH'

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If it not works, then plz leave more issues anytime :)

[LeeJunHyun]

If you don't have further questions, I will close the issue. I hope my answer was helpful :)

[loaysh2010]

Hello,
@LeeJunHyun
I followed your instruction by changing the path to my data in dataset.py L99,100 .. but after running the code I got num of samples= 0 in all folders (train, valid, test)