YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

OpenMMLab Detection Toolbox and Benchmark

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

A PyTorch implementation of EfficientNet

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models

Object detection, 3D detection, and pose estimation using center point detection:

A Keras implementation of YOLOv3 (Tensorflow backend)

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

All-in-One Development Tool based on PaddlePaddle

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.