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5,842 search results found

Transformers ⭐ 102,023

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Stable Diffusion Webui ⭐ 79,037

Stable Diffusion web UI

Pytorch ⭐ 67,308

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Real Time Voice Cloning ⭐ 41,693

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Yolov5 ⭐ 38,906

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Made With Ml ⭐ 33,193

Learn how to responsibly develop, deploy and maintain production machine learning applications.

Mockingbird ⭐ 28,543

🚀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

Gfpgan ⭐ 27,651

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Pytorch Tutorial ⭐ 26,129

PyTorch Tutorial for Deep Learning Researchers

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

Deepspeed ⭐ 25,149

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Fastai ⭐ 23,942

The fastai deep learning library

Lightning ⭐ 23,427

Deep learning framework to train, deploy, and ship AI products Lightning fast.

Netron ⭐ 22,953

Visualizer for neural network, deep learning, and machine learning models

Annotated_deep_learning_paper_implementations ⭐ 22,464

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Jarvis ⭐ 20,328

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Pytorch Cyclegan And Pix2pix ⭐ 19,434

Image-to-Image Translation in PyTorch

Learnopencv ⭐ 18,581

Learn OpenCV : C++ and Python Examples

Easyocr ⭐ 18,098

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Pytorch Handbook ⭐ 17,988

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

D2l En ⭐ 17,967

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

Pytorch_geometric ⭐ 17,714

Graph Neural Network Library for PyTorch

Ncnn ⭐ 17,224

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Datasets ⭐ 16,304

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Diffusers ⭐ 15,031

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

Onnx ⭐ 14,797

Open standard for machine learning interoperability

Deep Learning For Image Processing ⭐ 14,599

deep learning for image processing including classification and object-detection etc.

Awesome Pytorch List ⭐ 13,909

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Best Of Ml Python ⭐ 13,688

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Horovod ⭐ 13,303

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Clip As Service ⭐ 11,611

🏄 Embed/reason/rank images and sentences with CLIP models

Stable Diffusion Webui Colab ⭐ 11,420

stable diffusion webui colab

Allennlp ⭐ 11,300

An open-source NLP research library, built on PyTorch.

Deeplearningexamples ⭐ 10,972

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

The Unified Machine Learning Framework

Pytorch Book ⭐ 10,517

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Yolov3 ⭐ 9,518

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

The Incredible Pytorch ⭐ 9,479

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Onnxruntime ⭐ 9,377

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Ludwig ⭐ 8,931

Data-centric declarative deep learning framework

Pysyft ⭐ 8,790

data science on data without acquiring a copy

Ultralytics ⭐ 8,419

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

Kornia ⭐ 8,217

Differentiable Computer Vision Library

Yolox ⭐ 8,191

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Nebuly ⭐ 8,044

The next-generation platform to monitor and optimize your AI costs in one place 🚀

Deep universal probabilistic programming with Python and PyTorch

Rwkv Lm ⭐ 7,707

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Attention Is All You Need Pytorch ⭐ 7,444

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Pytorch Grad Cam ⭐ 7,414

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Pythonpark ⭐ 7,246

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度

Einops ⭐ 6,767

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

Stanza ⭐ 6,651

Official Stanford NLP Python Library for Many Human Languages

Espnet ⭐ 6,599

End-to-End Speech Processing Toolkit

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Pytorch Unet ⭐ 6,465

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Pytorch Deep Learning ⭐ 6,408

Deep Learning (with PyTorch)

Techniques ⭐ 6,342

Techniques for deep learning with satellite & aerial imagery

Ai Learn ⭐ 6,327

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Face Alignment ⭐ 6,204

🔥 2D and 3D Face alignment library build using pytorch

Pix2pixhd ⭐ 6,179

Synthesizing and manipulating 2048x1024 images with conditional GANs

Wandb ⭐ 6,111

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Opennmt Py ⭐ 6,092

Open Source Neural Machine Translation in PyTorch

Deeplake ⭐ 6,009

AI Vector Database for LLMs/LangChain. Doubles as a Data Lake for Deep Learning. Store, query, version, & visualize any data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Speechbrain ⭐ 6,004

A PyTorch-based Speech Toolkit

Autogluon ⭐ 5,771

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Practical_rl ⭐ 5,347

A course in reinforcement learning in the wild

Lmflow ⭐ 5,341

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Model for All.

Pytorch Metric Learning ⭐ 5,266

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Dalle Pytorch ⭐ 5,213

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

Nerfstudio ⭐ 5,198

A collaboration friendly studio for NeRFs

Open_clip ⭐ 4,973

An open source implementation of CLIP.

So Vits Svc Fork ⭐ 4,966

so-vits-svc fork with realtime support, improved interface and more features.

Nanodet ⭐ 4,964

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Deep Learning V2 Pytorch ⭐ 4,886

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Mmagic ⭐ 4,804

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, image/video restoration/enhancement, etc.

Containers for machine learning

Petals ⭐ 4,733

🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Denoising Diffusion Pytorch ⭐ 4,421

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Deep Reinforcement Learning ⭐ 4,419

Repo for the Deep Reinforcement Learning Nanodegree program

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Ignite ⭐ 4,274

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Bigdl ⭐ 4,215

Fast, distributed, secure AI for Big Data

Pytorch Deep Learning ⭐ 4,086

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Monai ⭐ 4,078

AI Toolkit for Healthcare Imaging

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

Deep Learning In Production ⭐ 3,994

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

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