JigsawPuzzlePytorch
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bbrattoli
Pytorch implementation of the method from the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"
Hi, Thank you for your implementation. I thought people might be interested in using this code with Python 3 and the whole code seems to be compatible with it, except...
Hi, this is very good application. I have trained using my own dataset and your architecture in JigSawNetwork. Now, I am confused how to do downstream task for classification using...
Dear author, thanks a lot for your contribution! However, I can't find the file ilsvrc12_train.txt anywhere. I guess it's the training images list. I am new to deep learning and...
First of all, thank you for sharing this code! I am finding it really useful in trying to implement puzzle solver published by Noroozi, 2017. I have few questions on...
Hi @bbrattoli, have you done any work or experiments on transferring the weights of the self-supervised model to a new model for transfer learning/semi-supervised learning for classification or detection?
I tried training the current model in the current setting i.e without batch norm and I saw jigsaw task was not getting the accuracy of 71(as reported in the original...
In the original paper it says "We (spatially) jitter the color channels of the color images of each tile randomly by ±0, ±1, ±2 pixels" but seems like in the...
