FixMatch_pytorch icon indicating copy to clipboard operation
FixMatch_pytorch copied to clipboard

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

Results 8 FixMatch_pytorch issues
Sort by recently updated
recently updated
newest added

Thanks for the great implementation! When it is trained with 40 labels only, why is the batch size still 64?

Bumps [numpy](https://github.com/numpy/numpy) from 1.17.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [opencv-python](https://github.com/skvark/opencv-python) from 4.1.0.25 to 4.2.0.32. Release notes Sourced from opencv-python's releases. 4.2.0.32 opencv-python: https://pypi.org/project/opencv-python/ opencv-contrib-python: https://pypi.org/project/opencv-contrib-python/ opencv-python-headless: https://pypi.org/project/opencv-python-headless/ opencv-contrib-python-headless: https://pypi.org/project/opencv-contrib-python-headless/ OpenCV version 4.2.0. Changes: macOS environment updated from xcode8.3...

dependencies

fix wrong dataset path: dataset -> data

Thanks for the amazing code! Can I know why do you set the weight decay for BN layers to be 0?

- The training process per epoch is quite slow even on a Tesla V100, so I thought it's best to display a progress bar using `tqdm` - Added `.to(device)` everywhere...

Thank you so much for your implementation! I have enjoyed reading your code. I'm playing around with the method, but unfortunately I don't have access to much compute at the...