Repository Index

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

• ultralytics
• yolov8
• yolo
• deep-learning

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

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

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

• pytorch
• semantic-segmentation
• scene-recognition
• ade20k

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

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

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

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

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

• pytorch
• semantic-segmentation
• cityscape-dataset
• lednet

Deep and Machine Learning for Microscopy

• microscopy
• materials
• machine-learning
• materials-science

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

• deep-learning
• plant-phenotyping
• nextflow
• scikit-image

#ZVQ - Zebrafish Vascular Quantification - https://doi.org/10.1242/dev.199720

• segmentation
• image-processing
• zebrafish
• vasculature

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

• deep-learning
• semantic-segmentation
• segmentation
• pytorch