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Deep Learning

805 projects

Showing 36 of 805 projects

Tensorflow - Open source software library for numerical computation using data flow graphs
Tensorflow - Open source software library for numerical computation using data flow graphsC++

An end-to-end open source platform for machine learning with a comprehensive ecosystem of tools and libraries.

#research-tool#neural-network#distributed
Stars195.6k
Forks75.3k
Last commit
Hexagon delegate
Hexagon delegateC++

An end-to-end open source platform for machine learning with a comprehensive ecosystem of tools and libraries.

#neural-network#distributed#python-library
Stars195.6k
Forks75.3k
Last commit19 hours ago
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
PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch - Tensors and Dynamic neural networks in Python with strong GPU accelerationPython

A Python package for tensor computation with GPU acceleration and dynamic neural networks built on a tape-based autograd system.

#neural-network#python-library#deep-learning
Stars100.6k
Forks28.0k
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
Prompt Engineering Guide
Prompt Engineering GuideMDX

A comprehensive open-source guide covering prompt engineering techniques, papers, notebooks, and resources for LLMs, RAG, and AI agents.

#context-engineering#deep-learning#agents
Stars75.4k
Forks8.2k
Last commit
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
annotated_deep_learning_paper_implementations
annotated_deep_learning_paper_implementationsPython

A collection of 60+ annotated PyTorch implementations of deep learning papers with side-by-side explanatory notes.

#transformer#educational#deep-learning
Stars66.9k
Forks6.7k
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
TTS
TTSPython

A deep learning toolkit for Text-to-Speech generation with pretrained models in over 1100 languages and tools for training.

#tts#vocoder#glow-tts
Stars45.5k
Forks6.1k
Last commit1 year ago
streamlit
streamlitPython

Transform Python scripts into interactive web apps for data dashboards, reports, and chat apps in minutes.

#developer-tools#open-source#data-science
Stars44.9k
Forks4.3k
Last commit1 day ago
TensorFlow Python Notebooks
TensorFlow Python NotebooksJupyter Notebook

A comprehensive collection of TensorFlow tutorials and examples for beginners, covering both TF v1 and v2 with clear explanations.

#beginner-friendly#examples#data-science
Stars43.7k
Forks14.7k
Last commit
gradio
gradioPython

Build and share machine learning web apps and demos in Python with minimal code.

#interface#web-app#demo-tool
Stars42.8k
Forks3.5k
Last commit1 day ago
Colossal-AI - An Integrated Large-scale Model Training System with Efficient Parallelization Techniques
Colossal-AI - An Integrated Large-scale Model Training System with Efficient Parallelization TechniquesPython

A unified deep learning system for efficient large-scale model training and inference with advanced parallelism strategies.

#big-model#distributed-training#ai
Stars41.4k
Forks4.5k
Last commit
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
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
diffusers
diffusersPython

A modular PyTorch library for state-of-the-art diffusion models to generate images, audio, and 3D molecular structures.

#model-training#text-to-image#deep-learning
Stars33.8k
Forks7.0k
Last commit1 day ago
Netron
NetronJavaScript

A visualizer for neural network, deep learning, and machine learning models across multiple frameworks.

#ai#model-debugging#neural-network
Stars33.0k
Forks3.1k
Last commit1 day 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
ML-From-Scratch
ML-From-ScratchPython

Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility and transparency.

#educational#data-science#deep-learning
Stars31.9k
Forks5.3k
Last commit2 years ago
pytorch-lightning
pytorch-lightningPython

A deep learning framework to pretrain and finetune any AI model on any hardware with zero code changes.

#distributed-training#ai#model-training
Stars31.2k
Forks3.7k
Last commit23 hours ago
pytorch-lightning
pytorch-lightningPython

A deep learning framework to pretrain and finetune any AI model at any scale with zero code changes.

#distributed-training#ai#model-training
Stars31.2k
Forks3.7k
Last commit23 hours ago
PyTorch Lightning
PyTorch LightningPython

A PyTorch wrapper that automates engineering boilerplate for scalable AI model training and deployment.

#distributed-training#ai#model-training
Stars31.2k
Forks3.7k
Last commit23 hours ago
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