Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
☆2,288Dec 15, 2025Updated 2 months ago
Alternatives and similar repositories for torch-cam
Users that are interested in torch-cam are comparing it to the libraries listed below
Sorting:
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆12,664Apr 7, 2025Updated 11 months ago
- Official implementation of Score-CAM in PyTorch☆434Aug 6, 2022Updated 3 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,201Jan 1, 2025Updated last year
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,461Updated this week
- pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...☆769Jan 13, 2021Updated 5 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆15,721Jul 24, 2024Updated last year
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆8,231Jul 23, 2024Updated last year
- Code release for ConvNeXt model☆6,302Jan 8, 2023Updated 3 years ago
- A Simple pytorch implementation of GradCAM and GradCAM++☆398Apr 23, 2019Updated 6 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,260Oct 17, 2024Updated last year
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆12,164Dec 6, 2024Updated last year
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,419Dec 26, 2023Updated 2 years ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,296Jun 25, 2023Updated 2 years ago
- [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize …☆1,979Jan 24, 2024Updated 2 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,438Aug 21, 2024Updated last year
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,268Jun 25, 2025Updated 8 months ago
- [ICCV 2017] Torch code for Grad-CAM☆1,633Sep 17, 2022Updated 3 years ago
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,385Dec 23, 2025Updated 2 months ago
- Official DeiT repository☆4,326Mar 15, 2024Updated last year
- Class Activation Mapping☆1,882Sep 13, 2022Updated 3 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,116Feb 3, 2026Updated last month
- End-to-End Object Detection with Transformers☆15,134Mar 12, 2024Updated last year
- The official code for our TIP paper 'LayerCAM: Exploring Hierarchical Class Activation Maps for Localization'☆131Mar 19, 2022Updated 3 years ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,565Jan 7, 2025Updated last year
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆7,466Jul 3, 2024Updated last year
- Model interpretability and understanding for PyTorch☆5,564Feb 26, 2026Updated last week
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,311Aug 17, 2025Updated 6 months ago
- Explainability for Vision Transformers☆1,069Mar 12, 2022Updated 3 years ago
- CVPR 2026 论文和开源项目合集☆21,986Feb 25, 2026Updated last week
- PyTorch implementation of Contrastive Learning methods☆1,995Oct 4, 2023Updated 2 years ago
- Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.☆4,385Mar 15, 2025Updated 11 months ago
- A PyTorch implementation of EfficientNet☆8,216Apr 8, 2022Updated 3 years ago
- PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)☆803Jan 21, 2020Updated 6 years ago
- A collection of loss functions for medical image segmentation☆4,003Nov 1, 2023Updated 2 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,459Feb 10, 2023Updated 3 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,167Mar 20, 2024Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆5,081Jul 8, 2024Updated last year
- ☆12,332Updated this week
- ResNeSt: Split-Attention Networks☆3,264Dec 9, 2022Updated 3 years ago