Stars
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
OpenMMLab Detection Toolbox and Benchmark
State-of-the-art 2D and 3D Face Analysis Project
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Object detection, 3D detection, and pose estimation using center point detection:
OpenMMLab Pose Estimation Toolbox and Benchmark.
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Awesome work on hand pose estimation/tracking
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
Retinaface get 80.99% in widerface hard val using mobilenet0.25.
Here is a series of face generators based on StyleGAN2
DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)
pytorch structural similarity (SSIM) loss
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
An end-to-end library for editing and rendering motion of 3D characters with deep learning [SIGGRAPH 2020]
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing
Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]
The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐
Unsupervised Scale-consistent Depth Learning from Video (IJCV2021 & NeurIPS 2019)
Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID
PyTorch reimplementation of minimal-hand (CVPR2020)