Deep learning

Deep Learning is an artificial neural network composed of many layers.

There are 78,544 repositories under deep-learning topic.

tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow machine-learning python deep-learning deep-neural-networks neural-network ml distributed
Language:C++ 186658
AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
deep-learning diffusion image-generation image2image img2img text2image txt2img ai ai-art gradio pytorch stable-diffusion torch upscaling web unstable
Language:Python 143823
transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Python 135830
pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
autograd deep-learning gpu machine-learning neural-network numpy python tensor
Language:Python 84696
opencv / opencv
Open Source Computer Vision Library
c-plus-plus computer-vision deep-learning image-processing opencv
Language:C++ 79418
Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
algorithms bioinformatics computational-biology computational-physics computer-architecture computer-science computer-vision database-systems databases deep-learning embedded-systems machine-learning quantum-computing reinforcement-learning robotics security systems web-development
67447
d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python
Language:Python 64103
keras-team / keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Language:Python 62149
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
attention deep-learning deep-learning-tutorial gan literate-programming lora machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Python 56814
Real-Time-Voice-Cloning
CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
deep-learning python pytorch tensorflow tts voice-cloning
Language:Python 52871
deepfakes / faceswap
Deepfakes Software For All
deep-face-swap deep-learning deep-neural-networks deepface deepfakes deeplearning face-swap faceswap fakeapp machine-learning myfakeapp neural-nets neural-networks openfaceswap
Language:Python 52595
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite ultralytics yolo yolov3 yolov5
Language:Python 51235
dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
chatgpt deep-learning generative-ai language-model openai prompt-engineering
Language:MDX 50724
Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
45650
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Language:Jupyter Notebook 43448
ColossalAI
hpcaitech / ColossalAI
Making large AI models cheaper, faster and more accessible
ai big-model data-parallelism deep-learning distributed-computing foundation-models heterogeneous-training hpc inference large-scale model-parallelism pipeline-parallelism
Language:Python 38859
floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-learning
Language:Python 38387
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Language:Jupyter Notebook 37701
streamlit / streamlit
Streamlit — A faster way to build and share data apps.
python machine-learning data-science deep-learning data-visualization streamlit data-analysis developer-tools
Language:Python 35999
GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution
Language:Python 35956
coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
python text-to-speech deep-learning speech pytorch tts vocoder tacotron glow-tts melgan speaker-encoder hifigan speaker-encodings multi-speaker-tts tts-model speech-synthesis voice-cloning voice-synthesis voice-conversion
Language:Python 35851
microsoft / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
deep-learning pytorch gpu machine-learning billion-parameters data-parallelism model-parallelism inference pipeline-parallelism compression mixture-of-experts trillion-parameters zero
Language:Python 35725
MockingBird
babysor / MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
ai deep-learning pytorch speech text-to-speech tts
Language:Python 35424
tesseract.js
naptha / tesseract.js
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
deep-learning javascript ocr tesseract webassembly
Language:JavaScript 35413
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning microsoft-for-beginners nlp rnn
Language:Jupyter Notebook 35019
gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components
Language:Python 34334
ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow
Language:Python 34272
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 34141
ultralytics
ultralytics / ultralytics
Ultralytics YOLO11 🚀
cli computer-vision deep-learning hub image-classification instance-segmentation machine-learning object-detection pose-estimation python pytorch rotated-object-detection segment-anything tracking ultralytics yolo yolo-world yolo11 yolov10 yolov8
Language:Python 33444
openpose
CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
caffe computer-vision cpp cvpr-2017 deep-learning face foot-estimation hand-estimation human-behavior-understanding human-pose human-pose-estimation keypoint-detection keypoints machine-learning multi-person opencv openpose pose pose-estimation real-time
Language:C++ 31402
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Language:Python 30374
yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning neural-networks pytorch pytorch-tutorial
Language:Python 30366
tatsu-lab / stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
deep-learning instruction-following language-model
Language:Python 29607
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Language:JavaScript 29269
pytorch-lightning
Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
python deep-learning artificial-intelligence ai pytorch data-science machine-learning
Language:Python 28546
netron
lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer
Language:JavaScript 28502

Deep learning

tensorflow / tensorflow

AUTOMATIC1111 / stable-diffusion-webui

huggingface / transformers

pytorch / pytorch

opencv / opencv

Developer-Y / cs-video-courses

d2l-ai / d2l-zh

keras-team / keras

labmlai / annotated_deep_learning_paper_implementations

CorentinJ / Real-Time-Voice-Cloning

deepfakes / faceswap

ultralytics / yolov5

dair-ai / Prompt-Engineering-Guide

Avik-Jain / 100-Days-Of-ML-Code

aymericdamien / TensorFlow-Examples

hpcaitech / ColossalAI

floodsung / Deep-Learning-Papers-Reading-Roadmap

GokuMohandas / Made-With-ML

streamlit / streamlit

TencentARC / GFPGAN

coqui-ai / TTS

microsoft / DeepSpeed

babysor / MockingBird

naptha / tesseract.js

microsoft / AI-For-Beginners

gradio-app / gradio

ray-project / ray

BVLC / caffe

ultralytics / ultralytics

CMU-Perceptual-Computing-Lab / openpose

explosion / spaCy

yunjey / pytorch-tutorial

tatsu-lab / stanford_alpaca

AMAI-GmbH / AI-Expert-Roadmap

Lightning-AI / pytorch-lightning

lutzroeder / netron