YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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

OpenMMLab Detection Toolbox and Benchmark

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".

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/

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.

Keras implementation of RetinaNet object detection.

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

Deformable Convolutional Networks