Image Segmentation

Yolov5Python

A state-of-the-art PyTorch-based computer vision model for object detection, segmentation, and classification.

detectron2Python

A PyTorch-based platform for state-of-the-art object detection, segmentation, and visual recognition tasks.

albumentations - A fast and framework agnostic image augmentation libraryPython

A fast and flexible Python library for image augmentation in computer vision tasks like classification, segmentation, and object detection.

segmentation_models.pytorchPython

A PyTorch library providing 12+ semantic segmentation model architectures with 800+ pretrained convolutional and transformer-based encoders.

awesome-semantic-segmentation

A curated list of semantic segmentation papers, code, datasets, and resources across various deep learning frameworks.

satellite-image-deep-learning

A comprehensive resource of deep learning techniques and models for analyzing satellite and aerial imagery.

Open Images datasetPython

A large-scale dataset of images with object segmentation, bounding boxes, and visual relationship annotations.

DeepDetectC++

An open-source deep learning API and server written in C++ that supports multiple backends like PyTorch, TensorRT, and TensorFlow for training and inference.

universal-data-toolJavaScript

A web/desktop application for collaborative labeling and annotation of images, text, audio, documents, and other data types.

[Web]C++

A deep learning-based edge detection algorithm using holistically-nested fully convolutional neural networks.

VLFeatC

An open-source C library with MATLAB interfaces implementing popular computer vision algorithms for image understanding and local feature extraction.