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

Rembg is a tool to remove images background

• image-processing
• background-removal
• python

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

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

• segmentation
• image-processing
• pspnet
• unet

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

• pytorch
• unet
• pytorch-unet
• semantic-segmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

• semantic-segmentation
• pytorch
• pspnet
• deeplabv3

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

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.

• background-remover
• backgroundremover
• removebackground
• remove-background

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

"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

unet for image segmentation

• unet
• keras
• segmentation

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

• unet
• fpn
• segmentation
• keras

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

Segment Anything in Medical Images

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

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

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

• artificial-intelligence
• deep-learning
• machine-learning
• segmentation

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

• satellite-imagery
• aerial-imagery
• machine-learning
• segmentation

StarDist - Object Detection with Star-convex Shapes

• bioimage-analysis
• cell-segmentation
• nuclei-segmentation
• object-detection

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

• computer-vision
• machine-learning
• deep-learning
• autonomous-vehicles

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

Segment Anything for Microscopy

• microscopy-images
• segment-anything
• segmentation
• cell-segmentation