Repository Index

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

• ultralytics
• yolov8
• yolo
• deep-learning

OpenMMLab Detection Toolbox and Benchmark

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

Label Studio is a multi-type data labeling and annotation tool with standardized output format

• computer-vision
• deep-learning
• image-annotation
• annotation-tool

CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

• video-annotation
• computer-vision
• computer-vision-annotation
• image-annotation

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

• image-annotation
• python
• computer-vision
• annotations

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

Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.

• python
• real-time
• speaker-diarization
• speech-recognition

Translated[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. An open-source multimodal dialogue model with performance close to GPT-4o

• image-classification
• image-text-retrieval
• llm
• 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

Unified framework for robot learning with multi-physics/renderer support

• robot-learning
• robotics
• omniverse-kit-extension
• isaac-sim

TranslatedChinese version of the AI pose reference gallery · 1439 sets / 2878 images / fully localized into Chinese · zero-dependency static gallery

• ai-art
• chinese
• cloudflare-pages
• gallery

Gluon CV Toolkit

• deep-learning
• computer-vision
• neural-network
• gluon

Production First and Production Ready End-to-End Speech Recognition Toolkit

• e2e-models
• pytorch
• asr
• transformer

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

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

Caffe: a fast open framework for deep learning.

• object-detection
• semantic-segmentation
• deep-learning
• real-time

[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

• 3d
• computer-vision
• dynamic-scene
• gaussian-splatting

Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use.

• multi-object-tracking
• sort
• bytetrack
• oc-sort

Official PyTorch implementation of SegFormer

• semantic-segmentation
• transformer
• ade20k
• cityscapes

Open-source inference server and production cluster for all the models your agent needs.

• embeddings
• vector-search
• data-pipeline
• deep-learning

pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.

• 3d-reconstruction
• depth-prediction
• feature-matching
• global-features

Semantic Segmentation Architectures Implemented in PyTorch

• pytorch
• semantic-segmentation
• deep-learning
• fully-convolutional-networks

OpenAI Whisper ASR Webservice API

• automatic-speech-recognition
• speech-recognition
• speech-to-text
• openai-whisper