The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Library for Fast and Flexible Human Pose Estimation

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

A list of synthetic dataset and tools for computer vision

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, Cont…

Mobile vision models and code

Một cuốn sách tập trung vào hướng dẫn cách cấu trúc các dự án Học Máy và phân tích cách làm cho các thuật toán Học Máy hoạt động.

Some custom dataset examples for PyTorch

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

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[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

ECCV2020 paper "Whole-Body Human Pose Estimation in the Wild"

code and trained models for "Attentional Feature Fusion"

🔥🔥The pytorch implement of the head pose estimation(yaw,roll,pitch) and emotion detection with SOTA performance in real time.Easy to deploy, easy to use, and high accuracy.Solve all problems of fac…

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

✨✌️✨leetcode刷题 内附leetcode solution代码自动下载生成器（Leetcode solution auto generator)

Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)

Tracking the most popular Github repos, update daily(Python version)

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

[ECCV2020] a toolbox of light-reid learning for faster inference, speed both feature extraction and retrieval stages up to >30x

Official implementation of "VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment"

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers