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/instillai/tensorflow-roadmap

:satellite: Organized & Useful Resources about Deep Learning with TensorFlow

deep-learning machine-learning python tensorflow tensorflow-tutorials

Last synced: 01 Aug 2025

https://github.com/muna-ai/muna-py

Run AI models anywhere. https://muna.ai/explore

ai deep-learning machine-learning numpy pytorch serverless serverless-gpu

Last synced: 02 Apr 2026

https://github.com/michedev/ddpms-pytorch

Implementation of various DDPM papers to understand how they work

ddpm deep-learning generative-model pytorch

Last synced: 09 Apr 2025

https://github.com/kinwaicheuk/demucs_lightning

Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

deep-learning machine-learning music-information-retrieval source-separation

Last synced: 19 Apr 2025

https://github.com/cgarciae/nnx

Neural Networks for JAX

deep-learning jax neural-networks

Last synced: 22 Jul 2025

https://github.com/thushv89/manning_tf2_in_action

The official code repository for "TensorFlow in Action" by Manning.

computer-vision deep-learning machine-learning nlp notebook python tensorflow tensorflow2 tf tf2

Last synced: 18 Mar 2025

https://github.com/opengeos/earthformer

A Python package for Earth forecasting transformer

deep-learning earthformer forecasting geospatial transformer

Last synced: 20 Jul 2025

https://github.com/rohitrango/objects-that-sound

Unofficial Implementation of Google Deepmind's paper `Objects that Sound`

audio-video audioset cross-modal deep-learning deep-neural-networks deeplearning deepmind embeddings machine-learning

Last synced: 11 Jul 2025

https://github.com/zilize/crspapers

Conversational Recommender System (CRS) paper list. 对话推荐系统论文列表

conversational-recommendation deep-learning dialogue-systems paper-list recommender-system

Last synced: 13 Feb 2026

https://github.com/lucasbotang/gradnorm

PyTorch implementation of the GradNorm

deep-learning gradnorm multitask-learning python pytorch

Last synced: 16 Mar 2025

https://github.com/lucidrains/vn-transformer

A Transformer made of Rotation-equivariant Attention using Vector Neurons

artificial-intelligence attention-mechanism deep-learning geometric-deep-learning transformers

Last synced: 22 Aug 2025

https://github.com/TissueImageAnalytics/cerberus

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

computational-pathology deep-learning multi-task-learning python pytorch

Last synced: 06 May 2025

https://github.com/PPPLDeepLearning/plasma-python

PPPL deep learning disruption prediction package

deep-learning keras plasma-physics rnn tensorflow

Last synced: 19 Jun 2025

https://github.com/OpenMined/KotlinSyft

The official Syft worker for secure on-device machine learning

android-library deep-learning federated-learning kotlin security syft

Last synced: 13 May 2025

https://github.com/alibaba/fastnn

FastNN provides distributed training examples that use EPL.

deep-learning distributed models pai

Last synced: 14 Oct 2025

https://github.com/multimodal/multimodal

A collection of multimodal datasets, and visual features for VQA and captionning in pytorch. Just run "pip install multimodal"

datasets deep-learning embeddings reasoning vision-and-language visual-features

Last synced: 11 Mar 2026

https://github.com/dbaranchuk/memory-efficient-maml

Memory efficient MAML using gradient checkpointing

deep-learning gpu gradient-checkpointing maml meta-learning pytorch

Last synced: 13 Apr 2025

https://github.com/svishnu88/TGS-SaltNet

Kaggle | 21st place solution for TGS Salt Identification Challenge

computer-vision deep-learning fastai kaggle-competition pytorch

Last synced: 19 Jul 2025

https://github.com/colin97/deepmetahandles

DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates

3d-deep-learning 3d-graphics deep-learning deformation mesh-deformation mesh-generation mesh-processing

Last synced: 07 May 2025

https://github.com/kevinzakka/form2fit

[ICRA 2020] Train generalizable policies for kit assembly with self-supervised dense correspondence learning.

deep-learning perception pytorch robotics self-supervised-learning

Last synced: 24 Mar 2025

https://github.com/wmcnally/evopose2d

EvoPose2D is a two-stage human pose estimation model that was designed using neuroevolution. It achieves state-of-the-art accuracy on COCO.

deep-learning human-pose-estimation pose-estimation tensorflow tensorflow2 tpu

Last synced: 20 Jul 2025

https://github.com/RetroCirce/Music-SketchNet

ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

deep-learning ismir jupyter-notebook music music-generation music-information-retrieval python variational-autoencoder

Last synced: 17 Mar 2025

https://github.com/socaity/face2face

Swap faces in images and videos. Create face embeddings. Enhance face image quality. Deploy as a web api.

artificial-intelligence celebrity deep-fake deep-learning face-detection face-enhancement face-recognition face-restoration face-swapping gan insightface roop video-processing webservice

Last synced: 04 Apr 2025

https://github.com/arnaldog12/deep-learning

Study and implementation about deep learning models, architectures, applications and frameworks

deep-learning deep-learning-algorithms keras tensorboard tensorflow tflearn

Last synced: 02 Mar 2026

https://github.com/yandexdataschool/mlatimperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

deep-learning imperial-college keras lectures machine-learning practice scikit-learn sklearn theano yandex

Last synced: 09 Mar 2026

https://github.com/vision-cair/3dcompat-v2

3DCoMPaT++: An improved large-scale 3D vision dataset for compositional recognition

3d compositional-learning computer-vision deep-learning multimodal-deep-learning

Last synced: 15 Apr 2025

https://github.com/gao-lab/Cell_BLAST

A BLAST-like toolkit for large-scale scRNA-seq data querying and annotation.

bioinformatics deep-learning single-cell single-cell-rna-seq

Last synced: 08 Apr 2025

https://github.com/borchero/natural-posterior-network

Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)

bayesian-deep-learning deep-learning machine-learning pytorch uncertainty-estimation

Last synced: 06 Sep 2025

https://github.com/theos-ai/easy-yolov7

This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with ❤️ by Theos AI.

computer-vision deep-learning machine-learning neural-networks object-detection python pytorch yolov5 yolov7

Last synced: 20 Apr 2025

https://github.com/MIRACLE-Center/YOLO_Universal_Anatomical_Landmark_Detection

[MICCAI 2021] You Only Learn Once: Universal Anatomical Landmark Detection https://arxiv.org/abs/2103.04657

deep-learning global-local landmark-detection multi-domain-learning universal-model

Last synced: 21 Apr 2025

https://github.com/the-full-stack/fsdl-text-recognizer-2022

Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs

deep-learning deep-neural-networks machine-learning mlops mlops-community mlops-workflow

Last synced: 19 Jul 2025

https://github.com/thaoshibe/beautygan-pytorch-reimplementation

A re-implementation of BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network (ACM MM'18)

color-matching computer-vision computervision deep-learning gan makeup-transfer pytorch

Last synced: 07 Mar 2026

https://github.com/Suoivy/LPD-net

LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis, ICCV 2019, Seoul, Korea

computer-vision deep-learning place-recognition point-cloud

Last synced: 20 Mar 2025

https://github.com/ssydasheng/fbnn

Code for "Functional variational Bayesian neural networks" (https://arxiv.org/abs/1903.05779)

bayesian-inference deep-learning gaussian-processes tensorflow

Last synced: 11 Jul 2025

https://github.com/kefirski/pytorch_TDNN

Time Delayed NN implemented in pytorch

cnn deep-learning python pytorch tdnn

Last synced: 07 May 2025

https://github.com/trojai/trojai

A repository to quickly generate synthetic data and associated trojaned deep learning models

adversarial-machine-learning deep-learning deep-neural-networks deep-reinforcement-learning poisoning-attack

Last synced: 26 Oct 2025

https://github.com/mukosame/aoda

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

computer-vision cvpr cvpr2021 deep-learning gan gans image-generation image-manipulation image2image open-domain pytorch sketch wacv wacv2022

Last synced: 20 Oct 2025

https://github.com/zurutech/ashpy

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

classification deep-learning gan keras-tensorflow machine-learning pix2pix tensorflow tensorflow2 training

Last synced: 26 Oct 2025

https://github.com/BobMcDear/neural-network-cuda

Neural network from scratch in CUDA/C++

cplusplus cuda deep-learning machine-learning neural-network

Last synced: 23 Aug 2025

https://github.com/tsc2017/Frechet-Inception-Distance

CPU/GPU/TPU implementation of the Fréchet Inception Distance

deep-learning distance-measures frechet-distance gan generative-model

Last synced: 26 Sep 2025

https://github.com/isaaccorley/pytorch-enhance

Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use

artificial-intelligence computer-vision deep-learning pytorch super-resolution

Last synced: 12 Apr 2025

https://github.com/pfnet-research/tgan2

The official implementation of "Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN"

deep-learning generative-adversarial-network machine-learning video-generation

Last synced: 13 Apr 2025

https://github.com/imsheridan/CogDL-TensorFlow

CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.

deep-learning graph-embedding graph-neural-networks tensorflow tensorflow2

Last synced: 21 Jul 2025

https://github.com/erogol/fftnet

FFTNet vocoder implementation

deep-learning fftnet pytorch text2speech vocoder

Last synced: 27 Jun 2025

https://github.com/apachecn/learning-tf-zh

:book: [译] TensorFlow 学习指南

deep-learning python tensorflow tutorial

Last synced: 02 May 2025

https://github.com/ghaiszaher/foggy-cyclegan

Fog Simulation using Generative Adversarial Networks (GAN). This code is the implementation of the master thesis Simulating Weather Conditions on Digital Images. It uses a modified CycleGAN model to synthesize fog on clear images.

cyclegan cyclegan-tensorflow deep-learning dissertation fog gan generative-adversarial-network image-processing msc-thesis simulating-weather-conditions

Last synced: 03 Sep 2025

https://github.com/dalmia/coursera-specializations

Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody

algorithms bioinformatics coursera data-structures deep-learning image-processing machine-learning python

Last synced: 10 Apr 2025

https://github.com/spcl/daceml

A Data-Centric Compiler for Machine Learning

compiler cuda deep-learning fpga high-performance-computing machine-learning pytorch

Last synced: 10 Sep 2025

https://github.com/imsheridan/cogdl-tensorflow

CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.

deep-learning graph-embedding graph-neural-networks tensorflow tensorflow2

Last synced: 08 May 2025

https://github.com/nvidia-merlin/systems

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

deep-learning ensemble gpu machine-learning python recommendation-system recommender-system tensorflow

Last synced: 09 Apr 2025

https://github.com/subeeshvasu/2018_subeesh_epsr_eccvw

Project page of the paper 'Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network' (ECCVW 2018)

deep-learning epsr pirm-sr pytorch super-resolution

Last synced: 28 Jul 2025

https://github.com/cheind/autoregressive

:kiwi_fruit: Autoregressive Models in PyTorch.

autoregressive deep-learning generative-model machine-learning pytorch wavenet

Last synced: 14 Apr 2025

https://github.com/cvg/glace

[CVPR 2024] GLACE: Global Local Accelerated Coordinate Encoding

computer-vision deep-learning pose-estimation scene-coordinate-regression visual-localization

Last synced: 06 Sep 2025

https://github.com/hellloxiaotian/acnet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

blind-super-resolution cnn cnn-pytorch deep-learning deep-network deep-neural-networks image-processing low-level-vision python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 29 Jun 2025

https://github.com/iamhankai/vehicle-retrieval-kcnns

vehicle image retrieval using k CNNs ensemble method

caffe convolutional-neural-networks deep-learning image-retrieval

Last synced: 25 Mar 2025

https://github.com/val-iisc/sketch-parse

Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:

deep-learning pytorch semantic-segmentation sketches

Last synced: 27 Jul 2025

https://github.com/lucidrains/product-key-memory

Standalone Product Key Memory module in Pytorch - for augmenting Transformer models

artificial-intelligence deep-learning pytorch transformers

Last synced: 12 Jul 2025

https://github.com/lfoppiano/grobid-quantities

GROBID extension for identifying and normalizing physical quantities.

crf deep-learning measurements physical-quantities research science scientific-articles tdm

Last synced: 08 May 2025

https://github.com/zainnasrullah/music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

artist-classification deep-learning keras mir music tensorflow

Last synced: 02 Aug 2025

https://github.com/lucidrains/ponder-transformer

Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper

adaptive-computation-time artificial-intelligence deep-learning transformers

Last synced: 14 Apr 2025

https://github.com/FatemeZamanian/Yolov5-Fruit-Detector

A program to recognize fruits on pictures or videos using yolov5

deep-learning object-detection python qt yolov5

Last synced: 21 Apr 2025

https://github.com/beacandler/R2CNN

caffe re-implementation of R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection

caffe deep-learning ocr scene-text-detection

Last synced: 02 Apr 2025

https://github.com/farukalamai/top-100-computer-vision-projects-idea-for-2024

Welcome to the "Top 100 Computer Vision Projects Idea for 2024" repository! This repository contains a curated list of computer vision project ideas that you can explore, implement, and experiment with in 2024

ai-robot computer-vision deep-learning image-classification image-processing image-recognition image-segmentation object-detection object-tracking opencv pose-estimation real-time-processing text-classification yolov8

Last synced: 03 Mar 2025

https://github.com/sciml/highdimpde.jl

A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality

deep-learning deepbsde differential-equations feynman-kac julia machine-learning neural-networks pde pde-solver scientific-machine-learning sciml

Last synced: 06 Apr 2025

https://github.com/niazangels/vae-pokedex

The companion code for How to Autoencode your Pokemon

autoencoder deep-learning tensorflow tensorflow-tutorials

Last synced: 13 Oct 2025

https://github.com/sukhitashvili/violence-detection

Deep learning based algorithm which is capable of detecting violence in indoor or outdoor environments: fight, fire or car crash and even more

car-accidents-detection classification-model deep-learning fire-detection violence-detection

Last synced: 13 Mar 2026

https://github.com/myungsub/meta-interpolation

Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"

computer-vision cvpr2020 deep-learning frame-interpolation meta-learning pytorch slow-motion video-frame-interpolation

Last synced: 15 Mar 2026

https://github.com/jesperdramsch/seismic-transfer-learning

Deep-learning seismic facies on state-of-the-art CNN architectures

deep-learning interpretation machine-learning malenov resnet-50 seismic transfer-learning vgg16

Last synced: 24 Apr 2025

https://github.com/shawnh2/bankcard-recognizer

Identifying numbers from bankcard, based on Deep Learning with Keras

cnn-blstm-ctc crnn deep-learning east keras ocr pyqt5 vgg

Last synced: 08 Jul 2025

https://github.com/shhossain/banglaspeech2text

BanglaSpeech2Text: An open-source offline speech-to-text package for Bangla language. Fine-tuned on the latest whisper speech to text model for optimal performance.

bangla bangla-asr bangla-automatic-speech-recognition bangla-speech-recognition bangla-speech-to-text bangla-voice-recognition deep-learning hacktoberfest machine-learning pytorch speech speech-recognition speech-to-text transformer voice-recognition whisper whisper-model

Last synced: 05 Apr 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 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-Prompt-Engineering 457 awesome-ai-in-finance 208 learn-ai-engineering 114 Awesome-Geospatial 1,525 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 1,102 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-Deblurring 444 awesome-anomaly-detection 138 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 awesome-backbones 82 Awesome-Dataset-Distillation 351 awesome-diarization 183 awesome-radar-perception 559