Machine Learning · GitHub

Implementing Attention Augmented Convolutional Networks using Pytorch

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

A PyTorch Library for Meta-learning Research

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

• Distributed training without a master node: Distributed Hash Table allows connecting computers in a decentralized network.
• Fault-tolerant backpropagation: forward and backward passes succeed even if some nodes are unresponsive or take too long to respond.

基于 PatchCore 的工业异常检测项目，研究 layer2/layer3 分数融合、敏感性引导收缩与风险受控门控，并提供 Streamlit 工程化 Demo。

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

由淺入深的深度學習資源 Collection of deep learning materials for everyone

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

YOLO ROS: Real-Time Object Detection for ROS

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Pytorch implementation of the paper Iterative fully convolutional neural networks for automatic vertebra segmentation accepted in MIDL2018.

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

Always up-to-date, most comprehensive HAR resource — continuously scanned and auto-updated from Papers with Code. 53 datasets integrated across all modalities.