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Computer Vision

596 projects

Showing 36 of 596 projects

HuggingFace Transformers
HuggingFace TransformersPython

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal tasks.

#transformer#hacktoberfest#model-training
Stars161.4k
Forks33.4k
Last commit1 day ago
JAX, Flax & Transformers
JAX, Flax & TransformersPython

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal tasks.

#transformer#hacktoberfest#model-training
Stars161.4k
Forks33.4k
Last commit
OpenCV
OpenCVC++

Open Source Computer Vision Library providing real-time image processing and AI capabilities.

#ai#opencv#deep-learning
Stars88.2k
Forks56.6k
Last commit2 days ago
OpenCV
OpenCVC++

An open-source library with over 2500 optimized algorithms for real-time computer vision and machine learning.

#opencv#deep-learning#c-plus-plus
Stars88.2k
Forks56.6k
Last commit2 days ago
TensorFlow Models
TensorFlow ModelsPython

A repository of state-of-the-art model implementations and examples built with TensorFlow, demonstrating best practices for machine learning.

#research-models#deep-learning#model-repository
Stars77.7k
Forks45.0k
Last commit2 days ago
TensorFlow Slim Models
TensorFlow Slim ModelsPython

A repository of state-of-the-art model implementations and examples built with TensorFlow, demonstrating best practices for research and production.

#distributed-training#sota-models#deep-learning
Stars77.7k
Forks45.0k
Last commit
tesseract
tesseractC++

An open-source OCR engine that converts images to text, supporting over 100 languages and multiple output formats.

#c-plus-plus-library#hacktoberfest#open-source
Stars74.6k
Forks10.7k
Last commit4 days ago
Stable Diffusion
Stable DiffusionJupyter Notebook

A latent text-to-image diffusion model that generates detailed images from text prompts, running on GPUs with at least 10GB VRAM.

#ai-art#text-to-image#deep-learning
Stars73.1k
Forks10.6k
Last commit2 years ago
awesome-machine-learning
awesome-machine-learningPython

A curated list of awesome machine learning frameworks, libraries, and software organized by programming language.

#open-source#data-science#deep-learning
Stars72.7k
Forks15.5k
Last commit7 days ago
Awesome machine learning
Awesome machine learningPython

A curated list of awesome machine learning frameworks, libraries, and software organized by programming language.

#developer-tools#data-science#deep-learning
Stars72.7k
Forks15.5k
Last commit
keras
kerasPython

A multi-backend deep learning framework that enables effortless model development across JAX, TensorFlow, PyTorch, and OpenVINO.

#multi-backend#model-training#jax
Stars64.1k
Forks19.7k
Last commit3 days ago
YOLOv8
YOLOv8Python

A cutting-edge framework for training and deploying state-of-the-art YOLO models for object detection, segmentation, classification, and pose estimation.

#pose-estimation#hub#model-training
Stars58.1k
Forks11.2k
Last commit21 hours ago
Yolov5
Yolov5Python

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

#ios#deep-learning#neural-networks
Stars57.5k
Forks17.5k
Last commit1 day ago
face_recognition
face_recognitionPython

A simple Python library and CLI tool for facial recognition, detection, and feature manipulation using dlib's deep learning models.

#python-library#deep-learning#opencv-integration
Stars56.5k
Forks13.7k
Last commit1 year ago
Deep Learning Reading Roadmap
Deep Learning Reading RoadmapPython

A curated reading roadmap of foundational and state-of-the-art deep learning papers for newcomers and researchers.

#research-papers#deep-learning#reading-roadmap
Stars39.5k
Forks7.3k
Last commit
timm
timmPython

A comprehensive collection of PyTorch image models, layers, utilities, and training scripts for computer vision research and applications.

#mobilenetv3#distributed-training#mobile-deep-learning
Stars36.9k
Forks5.2k
Last commit5 days ago
DragGAN
DragGANPython

Interactive point-based manipulation tool for editing GAN-generated images by dragging points to target positions.

#siggraph#image-editing#point-based-manipulation
Stars35.8k
Forks3.4k
Last commit2 years ago
MediaPipe
MediaPipeC++

Cross-platform framework for building customizable on-device machine learning pipelines for live and streaming media.

#media-processing#video-processing#on-device-ml
Stars35.5k
Forks6.0k
Last commit3 days ago
Caffe Model Zoo
Caffe Model ZooC++

A fast open framework for deep learning with a focus on expression, speed, and modularity.

#cuda#deep-learning#neural-networks
Stars34.6k
Forks18.5k
Last commit1 year ago
detectron2
detectron2Python

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

#deep-learning#panoptic-segmentation#image-segmentation
Stars34.5k
Forks7.9k
Last commit1 day ago
Openpose
OpenposeC++

Real-time multi-person keypoint detection library for body, face, hands, and foot estimation.

#cuda#pose-estimation#human-behavior-understanding
Stars34.1k
Forks8.0k
Last commit1 year ago
TaskMatrix
TaskMatrixPython

Connects ChatGPT with visual foundation models to enable sending and receiving images during chat interactions.

#task-automation#image-editing#chatgpt-integration
Stars34.1k
Forks3.2k
Last commit2 years ago
ZXing Android-Integration
ZXing Android-IntegrationJava

An open-source, multi-format 1D/2D barcode image processing library implemented in Java.

#barcode#java-library#qr-code
Stars34.0k
Forks9.4k
Last commit3 days ago
Pytorch Tutorial by Yunjey Choi
Pytorch Tutorial by Yunjey ChoiPython

A collection of concise PyTorch tutorials for deep learning researchers, with most models implemented in under 30 lines of code.

#deep-learning#neural-networks#pytorch-tutorial
Stars32.4k
Forks8.2k
Last commit
EasyOCR
EasyOCRPython

A ready-to-use OCR Python library supporting 80+ languages and popular writing scripts like Latin, Chinese, Arabic, and Cyrillic.

#multi-language#python-library#deep-learning
Stars29.6k
Forks3.6k
Last commit6 months ago
[Web]
[Web]Lua

A deep learning tool for upscaling and denoising anime-style images and photos using convolutional neural networks.

#video-processing#super-resolution#deep-learning
Stars28.2k
Forks2.7k
Last commit3 years ago
fastai
fastaiJupyter Notebook

A deep learning library built on PyTorch that provides high-level components for rapid results and low-level components for research flexibility.

#deep-learning#fastai#neural-networks
Stars28.0k
Forks7.7k
Last commit19 days ago
Jupyter Notebooks
Jupyter NotebooksJupyter Notebook

A deep learning library built on PyTorch that provides high-level components for rapid results and low-level components for research flexibility.

#deep-learning#fastai#neural-networks
Stars28.0k
Forks7.7k
Last commit19 days ago
Label Studio
Label StudioTypeScript

An open-source data labeling tool for annotating audio, text, images, videos, and time series with a simple UI and standardized output.

#labeling-tool#image-labeling#annotation
Stars27.5k
Forks3.6k
Last commit1 day ago
Darknet
DarknetC

An open source neural network framework in C and CUDA, known for YOLO real-time object detection models.

#cuda#deep-learning#c-language
Stars26.5k
Forks21.1k
Last commit2 years ago
Detectron
DetectronPython

Facebook AI Research's software system implementing state-of-the-art object detection algorithms like Mask R-CNN and RetinaNet.

#instance-segmentation#deep-learning#python
Stars26.4k
Forks5.4k
Last commit2 years ago
Papers
PapersTeX

A curated list of the top 100 most cited deep learning papers from 2012-2016, serving as a foundational reading list.

#literature-review#research-papers#deep-learning
Stars26.2k
Forks4.4k
Last commit2 years ago
fastbook
fastbookJupyter Notebook

The fastai book, published as Jupyter Notebooks, provides an introduction to deep learning, fastai, and PyTorch.

#mooc#data-science#deep-learning
Stars25.0k
Forks9.5k
Last commit1 year ago
ncnn
ncnnC++

A high-performance neural network inference framework optimized for mobile platforms, enabling efficient AI deployment on edge devices.

#vulkan#ios#ncnn
Stars23.3k
Forks4.4k
Last commit21 hours ago
Awesome Computer Vision
Awesome Computer Vision

A curated list of awesome computer vision resources, including papers, datasets, software, and tutorials.

#deep-learning#awesome-list#research-resources
Stars23.3k
Forks4.4k
Last commit2 years ago
Awesome computer vision
Awesome computer vision

A curated list of awesome computer vision resources, including papers, datasets, software, and courses.

#deep-learning#educational-materials#awesome-list
Stars23.3k
Forks4.4k
Last commit2 years ago
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