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

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

• segmentation
• image-processing
• pspnet
• unet

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

Efficient vision foundation models for high-resolution generation and perception.

• high-resolution
• imagenet
• efficientvit
• segment-anything

Magic Copy is a Chrome extension that uses Meta's Segment Anything Model to extract a foreground object from an image and copy it to the clipboard.

• chrome-extension
• computer-vision
• image-processing

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

• convolutional-neural-networks
• attention-model
• image-classification
• image-segmentation

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

• segmentation
• deep-learning
• pytorch
• medical-imaging

Manga/Comics Translation Helper Tool

• manga
• comics
• deep-learning
• image-processing

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

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

• ai
• cell
• digitalpathology
• microscopy

PyTorch Connectomics: segmentation toolbox for EM connectomics

• computer-vision
• neuroscience
• connectomics
• pytorch

Collection of mathematical morphology methods and plugins for ImageJ

• image-processing
• image-analysis
• imagej
• fiji

Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy

• biology
• fluorescence
• image-analysis
• image-processing

Toolbox for the analysis of smFISH images.

• pattern-classification
• rna-localization
• segmentation
• smfish

Implementation of the superpixel algorithm called SEEDS [1].

• superpixels
• superpixel-algorithm
• opencv
• computer-vision

A foundation model-driven whole slide image-scale cell phenotyping method with QuPath integration Resources

• bioimage-analysis
• cell-classification
• computer-vision
• digital-pathology

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

• segmentation
• image-processing
• zebrafish
• vasculature