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/few-shot-learning/Keras-FewShotLearning

Some State-of-the-Art few shot learning algorithms in tensorflow 2

deep-learning few-shot-learning keras-tensorflow one-shot-learning tensorflow tensorflow2 tf2

Last synced: 30 Mar 2025

https://github.com/tusharsarkar3/xbnet

Boosted neural network for tabular data

deep-learning hacktoberfest machine-learning pytorch

Last synced: 05 Apr 2025

https://github.com/rmst/ddpg

TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)

deep-learning reinforcement-learning tensorflow

Last synced: 20 Aug 2025

https://github.com/Project-AgML/AgML

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Last synced: 07 May 2025

https://github.com/1adrianb/binary-human-pose-estimation

This code implements a demo of the Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources paper by Adrian Bulat and Georgios Tzimiropoulos.

binary computer-vision deep-learning human-pose-estimation network-binarization torch7

Last synced: 19 Jul 2025

https://github.com/project-agml/agml

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Last synced: 15 May 2025

https://github.com/creativeikep/blazeposebarracuda

BlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.

barracuda deep-learning human-pose-estimation mediapipe neural-network pose unity

Last synced: 05 Sep 2025

https://github.com/clemkoa/tooth-detection

🦷 Detection of restorations and treatments on dental x-rays in Tensorflow, using Faster-RCNN

deep-learning dental health neural-networks object-detection tensorflow x-ray

Last synced: 13 Jul 2025

https://github.com/creativeIKEP/BlazePoseBarracuda

BlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.

barracuda deep-learning human-pose-estimation mediapipe neural-network pose unity

Last synced: 23 Nov 2025

https://github.com/vitae-transformer/qformer

The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"

attention-mechanism backbone classification deep-learning object-detection pose-estimation semantic-segmentation vision-transformer

Last synced: 07 May 2025

https://github.com/ajbrock/FreezeOut

Accelerate Neural Net Training by Progressively Freezing Layers

deep-learning densenet machine-learning memes neural-networks pytorch vgg16 wide-residual-networks

Last synced: 08 May 2025

https://github.com/swift-ai/neuralnet

An artificial neural network written in Swift

deep-learning machine-learning neural-network swift

Last synced: 21 Aug 2025

https://github.com/ajbrock/freezeout

Accelerate Neural Net Training by Progressively Freezing Layers

deep-learning densenet machine-learning memes neural-networks pytorch vgg16 wide-residual-networks

Last synced: 05 Apr 2025

https://github.com/bobholamovic/cdlab

Yet another repository for developing and benchmarking deep learning-based change detection methods.

change-detection deep-learning pytorch remote-sensing

Last synced: 26 Oct 2025

https://github.com/daveredrum/scanrefer

[ECCV 2020] ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language

3d computer-vision dataset deep-learning eccv natural-language-processing point-cloud pytorch visual-grounding

Last synced: 09 Oct 2025

https://github.com/lucidrains/metnet3-pytorch

Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch

artificial-intelligence deep-learning unet vision-transformers weather-forecasting

Last synced: 06 Apr 2025

https://github.com/yuanxiaosc/machine_learning_bookshelf

机器学习深度学习相关书籍、课件、代码的仓库。 Machine learning is the warehouse of books, courseware and codes.

book courseware deep-learning mechine-learing resource-collection

Last synced: 07 May 2025

https://github.com/spacewalk01/Yolov5-Fire-Detection

Training YOLOv5/YOLOv9 to detect fire in a video

deep-learning fire fire-detection object-detection training yolov5 yolov9

Last synced: 21 Apr 2025

https://github.com/lucidrains/simple-hierarchical-transformer

Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT

artificial-intelligence attention-mechanisms deep-learning hierarchical-predictive-coding transformers

Last synced: 05 Apr 2025

https://github.com/kwotsin/tensorflow-xception

TensorFlow implementation of the Xception Model by François Chollet

computer-vision deep-learning machine-learning tensorflow tensorflow-xception xception-model

Last synced: 24 Jul 2025

https://github.com/Bobholamovic/CDLab

Yet another repository for developing and benchmarking deep learning-based change detection methods.

change-detection deep-learning pytorch remote-sensing

Last synced: 11 May 2025

https://github.com/thuml/logme

Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs (JMLR 2022)

deep-learning

Last synced: 20 Jun 2025

https://github.com/dvlab-research/facelet_bank

Facelet-Bank for Fast Portrait Manipulation (pytorch)

cnn deep-learning face-manipulation facelet-bank gpu portrait pytorch

Last synced: 03 Jul 2025

https://github.com/codait/deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

cancer-research deep-learning machine-learning medical-imaging medicine

Last synced: 10 May 2025

https://github.com/Fixy-TR/fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

acikhack2 ai artificial-intelligence bert data-science deep-learning deeplearning keras natural-language-processing neural-network neural-networks nlp python

Last synced: 03 May 2025

https://github.com/ajbrock/generative-and-discriminative-voxel-modeling

Voxel-Based Variational Autoencoders, VAE GUI, and Convnets for Classification

convnet deep-learning gui machine-learning variational-autoencoders

Last synced: 05 Apr 2025

https://github.com/kingyiusuen/clip-image-search

Search images with a text or image query, using Open AI's pretrained CLIP model.

computer-vision deep-learning elasticsearch image-search image-search-engine reverse-image-search search-engine streamlit-webapp

Last synced: 20 Aug 2025

https://github.com/ahammadmejbah/fueling-ambitions-via-book-discoveries

This series uncovers the most valuable insights from groundbreaking books in AI, Machine Learning, and Data Science, helping you accelerate your learning journey. Each episode transforms complex theories into practical knowledge, making advanced topics more accessible and actionable.

data-science data-structures data-visualization deep-learning generative-ai machine-learning

Last synced: 12 Apr 2025

https://github.com/advimman/cips

Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)

deep-learning foveated-rendering gan generative-adversarial-network implicit-functions

Last synced: 16 Jun 2025

https://github.com/Erlemar/pytorch_tempest

My repo for training neural nets using pytorch-lightning and hydra

deep-learning hacktoberfest hydra pytorch-lightning training-pipeline

Last synced: 08 May 2025

https://github.com/angeladai/3DMV

[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation

computer-graphics computer-vision deep-learning scene-understanding

Last synced: 13 Apr 2025

https://github.com/kwotsin/TensorFlow-Xception

TensorFlow implementation of the Xception Model by François Chollet

computer-vision deep-learning machine-learning tensorflow tensorflow-xception xception-model

Last synced: 29 Mar 2025

https://github.com/statusfailed/catgrad

a categorical deep learning compiler

deep-learning machine-learning python

Last synced: 27 Jan 2026

https://github.com/zurutech/gans-from-theory-to-production

Material for the tutorial: "Deep Diving into GANs: from theory to production"

deep-learning euroscipy gan pycon tensorflow tensorflow-tutorials tfgan tutorial

Last synced: 09 Apr 2025

https://github.com/lijx10/DeepI2P

DeepI2P: Image-to-Point Cloud Registration via Deep Classification. CVPR 2021

3d-vision cnn computer-vision deep-learning image-processing localization neural-network point-cloud registration

Last synced: 20 Mar 2025

https://github.com/mybridge/amazing-machine-learning-opensource-2019

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

artificial-intelligence deep-learning machine-learning neural-network reinforcement-learning

Last synced: 28 Oct 2025

https://github.com/opendilab/di-treetensor

Let DI-treetensor help you simplify the structure processing!(树形运算一不小心就逻辑混乱?DI-treetensor快速帮你搞定)

deep-learning numpy python pytorch reinforcement-learning tensor tree-structure

Last synced: 16 May 2025

https://github.com/LeapLabTHU/EfficientTrain

1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

computer-vision deep-learning efficient-training machine-learning pytorch

Last synced: 05 Apr 2025

https://github.com/lucidrains/unet-stylegan2

A Pytorch implementation of Stylegan2 with UNet Discriminator

artificial-intelligence deep-learning generative-adversarial-network u-net

Last synced: 07 Apr 2025

https://github.com/sing-group/deep-learning-colonoscopy

Review in Deep Learning for Polyp Detection and Classification in Colonoscopy (https://doi.org/10.1016/j.neucom.2020.02.123).

colonoscopy deep-learning deep-neural-networks

Last synced: 06 Feb 2026

https://github.com/lucidrains/Mega-pytorch

Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena

artificial-intelligence attention-mechanisms deep-learning exponential-moving-average long-range-arena

Last synced: 17 Apr 2026

https://github.com/albumentations-team/autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

augmentation automated-machine-learning automl computer-vision deep-learning image-augmentation machine-learning pytorch

Last synced: 07 Apr 2025

https://github.com/oracle-samples/oci-data-science-ai-samples

This repo contains a series of tutorials and code examples highlighting different features of the OCI Data Science and AI services, along with a release vehicle for experimental programs.

ai conda data-science data-science-notebooks deep-learning jupyter-notebook machine-learning oci oracle-cloud-infrastructure python

Last synced: 15 May 2025

https://github.com/owkin/FLamby

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

dataset deep-learning differential-privacy federated-learning healthcare machine-learning python

Last synced: 09 May 2025

https://github.com/fluxml/nnlib.jl

Neural Network primitives with multiple backends

deep-learning julia machine-learning

Last synced: 11 Apr 2026

https://github.com/lucidrains/mega-pytorch

Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena

artificial-intelligence attention-mechanisms deep-learning exponential-moving-average long-range-arena

Last synced: 07 Apr 2025

https://github.com/imfing/sketch-to-art

🖼 Create artwork from your casual sketch with GAN and style transfer

computer-vision deep-learning gan pix2pix style-transfer

Last synced: 13 Apr 2025

https://github.com/lucidrains/recurrent-interface-network-pytorch

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion image-generation latents video-generation

Last synced: 27 Aug 2025

https://github.com/dmarnerides/pydlt

PyTorch based Deep Learning Toolbox

computer-vision deep-learning pytorch toolbox

Last synced: 04 Jan 2026

https://github.com/markfzp/deep-whole-body-control

[CoRL 2022] Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion

deep-learning locomotion pytorch reinforcement-learning robotics

Last synced: 21 Aug 2025

https://github.com/ahammadmejbah/machine-learning-book-collections

Machine learning is the study and development of data-driven strategies to enhance task performance. AI includes it.

data-science deep-learning machine-learning

Last synced: 05 Mar 2025

https://github.com/pathak22/zeroshot-imitation

[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration

deep-learning demonstration imitation manipulation navigation tensorflow zero-shot

Last synced: 27 Jun 2025

https://github.com/andrewatanov/simclr-pytorch

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

contrastive-learning deep-learning pytorch pytorch-implementation representation-learning self-supervised-learning

Last synced: 09 Apr 2025

https://github.com/locuslab/e2e-model-learning

Task-based end-to-end model learning in stochastic optimization

deep-learning machine-learning optimization paper pytorch stochastic-optimizers

Last synced: 23 Apr 2025

https://github.com/junyanz/light-field-video

Light field video applications (e.g. video refocusing, focus tracking, changing aperture and view)

caffe computer-graphics computer-vision deep-learning lightfield

Last synced: 08 Jul 2025

https://github.com/dusty-nv/jetson-voice

ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT

deep-learning jetson jetson-nano nlp pytorch speech-recognition tensorrt text-to-speech

Last synced: 03 Apr 2025

https://github.com/XuhanLiu/DrugEx

Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology

cheminformatics deep-learning graph-transformer multi-objective-optimization reinforcement-learning

Last synced: 11 Oct 2025

https://github.com/sea-snell/jaxseq

Train very large language models in Jax.

deep-learning flax gpt2 gpt3 huggingface jax language-models opt

Last synced: 07 May 2025

https://github.com/simoninithomas/catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

cats dcgan dcgan-tensorflow deep-learning gan tensorflow

Last synced: 11 May 2025

https://github.com/dsgissin/DiscriminativeActiveLearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

active-learning adversarial-active-learning bayesian-active-learning core-set deep-learning egl machine-learning uncertainty-sampling

Last synced: 05 Apr 2025

https://github.com/huangcongqing/deeplearning.ai-note

网易云课堂终于官方发布了吴恩达经过授权的汉化课程-“”深度学习专项课程“”,这是自己做的一些笔记以及代码。下为网易云学习链接

ai deep-learning machine-learning

Last synced: 08 Apr 2025

https://github.com/josefalbers/whisper-turbo-mlx

Blazing fast whisper turbo for ASR (speech-to-text) tasks

asr deep-learning mlx speech-recognition speech-to-text whisper whisper-turbo

Last synced: 16 May 2025

https://github.com/extreme-assistant/deep-learning-datasets

整理分类深度学习各方向公开数据集

computer-vision deep-learning

Last synced: 24 Dec 2025

https://github.com/jittor/jdet

JDet is an object detection benchmark based on Jittor. Mainly focus on aerial image object detection (oriented object detection).

aerial-image-detection deep-learning jittor object-detection oriented-object-detection

Last synced: 25 Feb 2026

https://github.com/ibaiGorordo/ONNX-YOLOv7-Object-Detection

Python scripts performing object detection using the YOLOv7 model in ONNX.

computer-vision deep-learning object-detection onnx opencv python yolo yolov7

Last synced: 21 Apr 2025

https://github.com/thuml/LogME

Code release for "LogME: Practical Assessment of Pre-trained Models for Transfer Learning" (ICML 2021) and Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs (JMLR 2022)

deep-learning

Last synced: 08 May 2025

https://github.com/nvidia/dl4agx

Deep Learning tools and applications for NVIDIA AGX platforms.

autonomous-driving computer-vision cuda deep-learning drive-agx embedded

Last synced: 12 Apr 2025

https://github.com/AdeDZY/K-NRM

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

deep-learning information-retrieval neural-network

Last synced: 29 Apr 2025

https://github.com/jacobgil/pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

computer-vision deep-learning pytorch super-resolution

Last synced: 21 Aug 2025

https://github.com/uber-research/atari-model-zoo

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

ai artificial-intelligence atari deep-learning deep-reinforcement-learning machine-learning machinelearning research training-algorithm uber

Last synced: 21 Aug 2025

https://github.com/triton-inference-server/model_navigator

Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.

deep-learning gpu inference

Last synced: 15 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 1,102 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-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-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559