An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/CVHub520/X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

clip deep-learning deeplearning labeling-tool llm onnx paddle pytorch resnet sam yolo

Last synced: 20 Mar 2025

https://github.com/junyanz/igan

Interactive Image Generation via Generative Adversarial Networks

computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-manipulation pix2pix

Last synced: 15 May 2025

https://github.com/minivision-ai/photo2cartoon

人像卡通化探索项目 (photo-to-cartoon translation project)

avatar-generator cartoon computer-vision deep-learning gan

Last synced: 14 May 2025

https://github.com/junyanz/iGAN

Interactive Image Generation via Generative Adversarial Networks

computer-graphics computer-vision dcgan deep-learning gan generative-adversarial-network image-manipulation pix2pix

Last synced: 17 Mar 2025

https://github.com/quark0/darts

Differentiable architecture search for convolutional and recurrent networks

automl convolutional-networks deep-learning image-classification language-modeling neural-architecture-search pytorch recurrent-networks

Last synced: 15 May 2025

https://github.com/NVlabs/tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

cuda deep-learning gpu mlp nerf neural-network pytorch real-time rendering

Last synced: 19 Mar 2025

https://github.com/NervanaSystems/neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

deep-learning fast mkl neon neural-network performance python

Last synced: 14 Mar 2025

https://github.com/mlfoundations/open_flamingo

An open-source framework for training large multimodal models.

computer-vision deep-learning flamingo in-context-learning language-model multimodal-learning pytorch

Last synced: 09 Apr 2025

https://github.com/fedml-ai/fedml

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training

Last synced: 08 May 2025

https://github.com/tarrysingh/artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 13 May 2025

https://github.com/ntmc-community/matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

deep-learning matching natural-language-processing neural-network text text-matching

Last synced: 14 May 2025

https://github.com/NTMC-Community/MatchZoo

Facilitating the design, comparison and sharing of deep text matching models.

deep-learning matching natural-language-processing neural-network text text-matching

Last synced: 09 Apr 2025

https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 18 Apr 2025

https://github.com/clovaai/deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

crnn deep-learning grcnn iccv2019 ocr ocr-recognition r2am rare recognition rosetta scene-text scene-text-recognition star-net text-recognition

Last synced: 14 May 2025

https://github.com/mayocream/koharu

ML-powered manga translator, written in Rust.

computer-vision deep-learning gpu gui japanese manga rust tauri text-rendering translation

Last synced: 25 Apr 2026

https://github.com/trickygo/dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

book chinese-simplified cv deep-learning dive-into-deep-learning jupyter-notebook nlp python3 tensorflow2 tutorials

Last synced: 09 Jan 2026

https://trickygo.github.io/Dive-into-DL-TensorFlow2.0/

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

book chinese-simplified cv deep-learning dive-into-deep-learning jupyter-notebook nlp python3 tensorflow2 tutorials

Last synced: 28 Mar 2025

https://github.com/deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

data-drift data-science data-validation deep-learning html-report jupyter-notebook machine-learning ml mlops model-monitoring model-validation pandas-dataframe python pytorch

Last synced: 16 May 2025

https://github.com/TrickyGo/Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

book chinese-simplified cv deep-learning dive-into-deep-learning jupyter-notebook nlp python3 tensorflow2 tutorials

Last synced: 09 Apr 2025

https://github.com/tinyvision/DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

damo-yolo deep-learning imagenet nas object-detection onnx pytorch tensorrt yolo yolov5

Last synced: 20 Mar 2025

https://github.com/fundamentalvision/bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

autonomous-driving computer-vision deep-learning object-detection

Last synced: 14 May 2025

https://github.com/apachecn/hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】

book deep-learning machine-learning python sklearn tensorflow

Last synced: 30 Sep 2025

https://github.com/cvg/lightglue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

deep-learning image-matching pose-estimation transformers

Last synced: 11 Apr 2025

https://github.com/bytedance/byteps

A high performance and generic framework for distributed DNN training

deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow

Last synced: 14 May 2025

https://github.com/dmmaze/ballonstranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 13 May 2025

https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

a2c acktr actor-critic advantage-actor-critic ale atari continuous-control deep-learning deep-reinforcement-learning hessian kfac kronecker-factored-approximation mujoco natural-gradients ppo proximal-policy-optimization pytorch reinforcement-learning roboschool second-order

Last synced: 13 Apr 2025

https://github.com/cleardusk/3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 14 May 2025

https://github.com/mlc-ai/web-stable-diffusion

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

deep-learning stable-diffusion tvm web-assembly webgpu webml

Last synced: 14 May 2025

https://github.com/amanchadha/coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

andrew-ng andrew-ng-course cnns convolutional-neural-network convolutional-neural-networks coursera coursera-assignment coursera-machine-learning coursera-specialization deep-learning hyperparameter-optimization hyperparameter-tuning neural-machine-translation neural-network neural-networks neural-style-transfer recurrent-neural-network recurrent-neural-networks regularization rnns

Last synced: 13 May 2025

https://github.com/magicleap/SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

deep-learning feature-matching graph-neural-networks pose-estimation

Last synced: 21 Jul 2025

https://github.com/YunYang1994/tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

deep-learning object-detection tensorflow yolov3

Last synced: 20 Mar 2025

https://github.com/yunyang1994/tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

deep-learning object-detection tensorflow yolov3

Last synced: 14 May 2025

https://github.com/fundamentalvision/BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

autonomous-driving computer-vision deep-learning object-detection

Last synced: 20 Mar 2025

https://github.com/torchgeo/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 15 Jan 2026

https://github.com/mlnlp-world/deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deep-learning pytorch

Last synced: 03 Jul 2025

https://github.com/magicleap/supergluepretrainednetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

deep-learning feature-matching graph-neural-networks pose-estimation

Last synced: 14 May 2025

https://github.com/cleardusk/3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 30 Mar 2025

https://github.com/pytorch/text

Models, data loaders and abstractions for language processing, powered by PyTorch

data-loader dataset deep-learning models nlp pytorch

Last synced: 13 May 2025

https://github.com/Charmve/Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

charmve dataset deep-learning defects image-segmentation paper pcb-surface-defect surface surface-defect-detection surface-defects surface-detection

Last synced: 05 May 2025

https://github.com/google-research/scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

attention computer-vision deep-learning jax research transformers vision-transformer

Last synced: 13 May 2025

https://github.com/nelsonzhao/zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 14 May 2025

https://github.com/dmMaze/BallonsTranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 11 Apr 2025

https://github.com/Lightning-AI/LitServe

The easiest way to deploy agents, MCP servers, models, RAG, pipelines and more. No MLOps. No YAML.

ai api artificial-intelligence deep-learning developer-tools fastapi rest-api serving web

Last synced: 23 Aug 2025

https://github.com/higgsfield-ai/higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

cluster-management deep-learning distributed llama llama2 llm machine-learning mlops pytorch

Last synced: 24 Dec 2025

https://github.com/NELSONZHAO/zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 15 May 2025

https://github.com/foolwood/siammask

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 13 May 2025

https://github.com/kuprel/min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

artificial-intelligence deep-learning pytorch text-to-image

Last synced: 14 May 2025

https://github.com/foolwood/SiamMask

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 20 Mar 2025

https://github.com/tju-drl-lab/ai-optimizer

The next generation deep reinforcement learning tookit

deep-learning reinforcement-learning transfer-learning

Last synced: 14 May 2025

https://github.com/postech-cvlab/pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

biggan clean-fid data-efficient-gan-training deep-learning generative-adversarial-network machine-learning pytorch stylegan2 stylegan2-ada stylegan3

Last synced: 14 May 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 455 learn-ai-engineering 114 Awesome-Geospatial 1,521 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,098 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 awesome-anomaly-detection 138 Awesome-Deblurring 444 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 Awesome-World-Model 715 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559