Repository Index

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

• ultralytics
• yolov8
• yolo
• deep-learning

TranslatedChinese word segmentation, part-of-speech tagging, named entity recognition, dependency parsing, constituency parsing, semantic dependency parsing, semantic role labeling, coreference resolution, style transfer, semantic similarity, new word discovery, keyword and keyphrase extraction, automatic summarization, text classification and clustering, pinyin and Simplified/Traditional Chinese conversion, natural language processing

• nlp
• natural-language-processing
• hanlp
• pos-tagging

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

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

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

• analytics
• cube
• postgresql
• mysql

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

A very simple framework for state-of-the-art Natural Language Processing (NLP)

• pytorch
• nlp
• named-entity-recognition
• sequence-labeling

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

• nlp
• embedding
• bert
• ernie

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

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

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

An open source library and framework for deep learning on satellite and aerial imagery.

• deep-learning
• computer-vision
• remote-sensing
• geospatial

Index repo for Kimera code

• robotics
• computer-vision
• semantics
• 3d-reconstruction

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

• computer-vision
• annotate-images
• entity-recognition
• desktop

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

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

Web labeling tool for bitmap images and point clouds

• labeling-tool
• machine-learning
• manual-annotations
• semantic-segmentation

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

• semantic-segmentation
• 3d-vision
• computer-vision
• semantic3d

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

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

• point-cloud
• partition
• semantic-segmentation
• 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

The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.

• machine-learning
• vector-database
• self-hosted
• docker

A simple deep learning library for estimating a set of tags and extracting semantic feature vectors from given illustrations.

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

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