Repository Index

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

• ultralytics
• yolov8
• yolo
• deep-learning

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

• yolov5
• object-detection
• pytorch
• onnx

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

OpenMMLab Detection Toolbox and Benchmark

• object-detection
• instance-segmentation
• fast-rcnn
• faster-rcnn

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

• mask-rcnn
• tensorflow
• object-detection
• instance-segmentation

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

• open-vocabulary-detection
• open-vocabulary-segmentation
• data-generation
• automatic-labeling-system

Perfect Green Screen Keys

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

• object-detection
• instance-segmentation
• faster-rcnn
• mask-rcnn

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

• computer-vision
• detr
• machine-learning
• object-detection

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

• computer-vision
• deep-learning
• image-background-removal
• image-processing

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 Matting, 3D Segmentation, etc.

• semantic-segmentation
• image-segmentation
• image-matting
• interactive-segmentation

Remove backgrounds from images directly in the browser environment with ease and no additional costs or privacy concerns. Explore an interactive demo.

• background-removal
• javascript
• open-source
• typescript

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

• segment-anything
• video-object-segmentation
• interactive-tracking
• track-anything

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

"Single-image Layer Decomposition for Anime Characters" (SIGGRAPH 2026 Conference Paper)

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

• object-detection
• instance-segmentation
• computer-vision
• small-object-detection

A simple, fully convolutional model for real-time instance segmentation.

• realtime
• real-time
• instance-segmentation
• yolact

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.

• obs
• obs-plugin
• libobs
• mac-osx

[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

• dichotomous-image-segmentation
• salient-object-detection
• camouflaged-object-detection
• background-removal

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

• single-object-tracking
• video-object-detection
• multi-object-tracking
• video-instance-segmentation

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

• visual-tracking
• video-object-segmentation
• read-time
• pytorch

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

• object-detection
• pytorch
• yolo
• yolov5

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

• fcos
• blendmask
• abcnet
• object-detection