Data science on data without acquiring a copy

Awesome Incremental Learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

OpenMMLab Model Deployment Framework

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video ta…

Federated Deep Learning in PaddlePaddle

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

The summary of code and paper for salient object detection with deep learning

An easy-to-use federated learning platform

A Windows/macOS GUI based on Clash

Deformable Convolutional Networks v2 with Pytorch

FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, differential privacy includes Laplacian mechanism differential p…

This is a list of awesome paper about optical flow and related work.

Jittor and Pytorch code for paper "Deep Hough Transform for Semantic Line Detection" (ECCV 2020, PAMI 2021)

A clean and readable Pytorch implementation of CycleGAN

deep learning for image processing including classification and object-detection etc.

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

some maybe_frequently used datasets usually small

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Collection of popular and reproducible image denoising works.

CVPR 2021 论文和开源项目合集

使用ICNet模型对航拍图片(遥感图像)进行图像分割

An end-to-end library for editing and rendering motion of 3D characters with deep learning [SIGGRAPH 2020]

Visible and Infrared Image Fusion Benchmark