bomtorazek's repositories
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
ContrastiveSeg
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
pytorch-fid
Compute FID scores with PyTorch.
inception-score-pytorch
Inception Score for GANs in Pytorch
py-denseflow
Extract TVL1 optical flows in python (multi-process && multi-server)
SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
FixMatch-pytorch
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
Zero-DCE
Zero-DCE code and model
mAP
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
carrier-of-tricks-for-classification-pytorch
carrier of tricks for image classification tutorials using pytorch.
Realtime-Action-Recognition
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
AdvCalib
Adversarial Weighted Loss for Semi-Supervised Semantic Segmentation
AdvSemiSeg
Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018