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/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/lromul/argus

Lightweight library for training neural networks in PyTorch

deep-learning machine-learning neural-network python pytorch

Last synced: 08 Sep 2025

https://github.com/shi-yan/FreeWill

A deep learning library in C++/CUDA

cnn cuda deep-learning dnn machine-learning neural-network qt5

Last synced: 09 Jul 2025

https://github.com/guyyariv/TempoTokens

This repo contains the official PyTorch implementation of: Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

ai-art audio-to-video audio-visual deep-learning diffusion-models generative-ai modelscope pytorch video-synthesis

Last synced: 14 Jul 2025

https://github.com/imdeepmind/neuralpy

NeuralPy: A Keras like deep learning library works on top of PyTorch

data-science deep-learning keras library machine-learning neural-network neuralpy neuralpy-torch python pytorch

Last synced: 13 Aug 2025

https://github.com/jaketae/deep-malware-detection

A neural approach to malware detection in portable executables

deep-learning malware-detection malware-research pe-file pe-format pytorch

Last synced: 12 Jun 2025

https://github.com/clovaai/embedding-expansion

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

cars196 cub200-2011 cvpr2020 deep-learning image-clustering image-retrieval metric-learning mxnet stanford-online-products synthesis

Last synced: 24 Feb 2026

https://github.com/m-tassano/dvdnet

DVDnet: A Simple and Fast Network for Deep Video Denoising

cnn cnn-architecture deep-learning denoising python3 pytorch video

Last synced: 02 Apr 2025

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

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

deep-learning generative-adversarial-network machine-learning neural-networks python

Last synced: 13 Apr 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: 14 Jul 2025

https://github.com/eliahuhorwitz/spectral-detuning

Official PyTorch Implementation for the "Recovering the Pre-Fine-Tuning Weights of Generative Models" paper (ICML 2024).

deep-learning jailbreak llama2 llm lora machine-learning mistral stable-diffusion

Last synced: 30 Apr 2025

https://github.com/aimagelab/art2real

Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation. CVPR 2019

art2real computer-vision cvpr2019 deep-learning image-to-image-translation pytorch

Last synced: 11 Apr 2025

https://github.com/nv-nguyen/gigaPose

[CVPR 2024] PyTorch implementation of GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence

6d-pose-estimation 6dof deep-learning object-pose-estimation pose-estimation

Last synced: 24 Jul 2025

https://github.com/matlab-deep-learning/fault-detection-using-deep-learning-classification

This demo shows how to prepare, model, and deploy a deep learning LSTM based classification algorithm to identify the condition or output of a mechanical air compressor.

deep-learning example fault-detection lstm matlab matlab-deep-learning

Last synced: 07 May 2025

https://github.com/gordicaleksa/pytorch-naive-video-neural-style-transfer

Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-tutorial non-photorealistic-rendering python pytorch semantic-segmentation style-transfer video

Last synced: 26 Apr 2025

https://github.com/pietrolesci/energizer

An active learning library for Pytorch based on Lightning-Fabric.

active-learning deep-learning python pytorch pytorch-lightning

Last synced: 26 Feb 2026

https://github.com/dataplayer12/shavenet

Predict when you last shaved with machine learning

convolutional-neural-networks deep-learning just-for-fun not-serious shave

Last synced: 17 Mar 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: 28 Jul 2025

https://github.com/scheckmedia/keras-shufflenet

ShuffleNet Implementation using Keras Functional Framework 2.0

deep-learning keras machine-learning neural-network python2 python3 research tensorflow

Last synced: 29 Mar 2025

https://csiro-robotics.github.io/Wild-Places/

🏞️ [IEEE ICRA2023] The official repository for paper "Wild-Places: A Large-Scale Dataset for Lidar Place Recognition in Unstructured Natural Environments" To appear in 2023 IEEE International Conference on Robotics and Automation (ICRA)

benchmark dataset deep-learning lidar loop-closure natural-environments place-recognition point-cloud

Last synced: 10 May 2025

https://github.com/networks-learning/tpprl

Code and data for "Deep Reinforcement Learning of Marked Temporal Point Processes", NeurIPS 2018

deep-learning deep-reinforcement-learning paper point-processes reinforcement-learning

Last synced: 21 Jun 2025

https://github.com/trainingbypackt/applied-deep-learning-with-python

Applied Deep Learning with Python, published by Packt

data-science deep-learning machine-learning python

Last synced: 10 Apr 2025

https://github.com/Geoyi/pixel-decoder

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

computervision deep-learning encoder-decoder label-maker labelmaker nerual-network nvidia-docker pixel-decoder satellite-imagery segmentation unet

Last synced: 07 Apr 2025

https://github.com/yassouali/deeplearning.ai_notes

:notebook: Notes for Andrew Ng's courses on deep learning

andrew-ng cnn deep-learning deeplearning-ai rnn

Last synced: 11 Feb 2026

https://github.com/ternaus/angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

computer-vision deep-learning image-segmentation medical-imaging python pytorch

Last synced: 22 Aug 2025

https://github.com/xiaoming-zhao/pointnav-vo

[ICCV 2021] Official implementation of "The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation"

computer-vision deep-learning embodied-ai iccv2021 indoor-navigation visual-odometry

Last synced: 13 Apr 2025

https://github.com/bes-dev/pytorch_clip_guided_loss

A simple library that implements CLIP guided loss in PyTorch.

deep-learning gan image-synthesis neural-art synthetic-media vqgan-clip

Last synced: 14 Apr 2025

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

A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch

artificial-intelligence deep-learning gradient-normalization loss-balancing

Last synced: 21 Aug 2025

https://github.com/poloclub/interactive-classification

Interactive Classification for Deep Learning Interpretation

deep-learning inpainting neural-networks visualization

Last synced: 13 May 2025

https://github.com/pathak22/seg-by-interaction

Unsupervised instance segmentation via active robot interaction

deep-learning gestalt-framework instance-segmentation interaction object robotics segmentation

Last synced: 10 Apr 2025

https://github.com/diffeqml/diffeqml-research

This repository contains code released by DiffEqML Research

control deep-learning dynamical-systems neural-differential-equations numerical-methods research

Last synced: 11 Apr 2025

https://github.com/harshcasper/brihaspati

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

artificial-intelligence artificial-neural-networks computer-vision decision-tree-classifier deep-learning linear-regression logistic-regression machine-learning neural-network notebooks

Last synced: 21 Mar 2025

https://github.com/anttwo/macarons

(CVPR 2023) Official code of MACARONS: Mapping And Coverage Anticipation with RGB ONline Self-supervision. Also contains an updated and improved implementation of our previous work SCONE (NeurIPS 2022), on which this work is built.

3d-reconstruction computer-vision cvpr-2023 cvpr2023 deep-learning neurips-2022 neurips2022 next-best-view pytorch

Last synced: 10 Apr 2025

https://github.com/davidstutz/caffe-tools

Some tools and examples for pyCaffe including LMDB I/O, custom Python layers and monitoring training error and loss.

caffe deep-learning pycaffe

Last synced: 23 Apr 2025

https://github.com/leoxiaobin/pose.pytorch

Simple Baselines for Human Pose Estimation and Tracking

deep-learning human-pose-estimation mpii-dataset mscoco-keypoint

Last synced: 03 Oct 2025

https://github.com/inferno-pytorch/speedrun

Research code need not be ugly.

deep-learning neural-networks pytorch research

Last synced: 18 Feb 2026

https://github.com/fabioperez/pytorch-examples

Tutorials, examples, and projects implemented with PyTorch

deep-learning deep-neural-networks examples machine-learning pytorch tutorials

Last synced: 05 Mar 2026

https://github.com/somnusochi/vlm-autoyolo

AI Auto Annotation & YOLO Training Pipeline, End-to-end object detection auto-labeling and YOLO training platform. VLM-powered annotation with NVIDIA LocateAnything-3B, manual refinement, one-click YOLO training, video keyframe extraction, and model validation. Supports image and video.

auto-labeling computer-vision data-annotation deep-learning fastapi locate-anything machine-learning nvidia object-detection pytorch react ultralytics video-annotation vlm yolo yolo-training

Last synced: 08 Jun 2026

https://github.com/zhuanxuhit/nd101

记录自己深度学习之路的点滴

deep-learning

Last synced: 04 Jun 2026

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

🔥 Cogitare - A Modern, Fast, and Modular Deep Learning and Machine Learning framework for Python

deep-learning framework machine-learning modular-deep-learning pytorch toolbox toolchain

Last synced: 30 Dec 2025

https://github.com/Tixierae/graph_2D_CNN

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

2d-cnn artificial-intelligence classification convolutional-neural-networks deep-learning embeddings graph-2d-cnn graph-kernels graph-theory keras neural-networks representation-learning tensorflow

Last synced: 20 Mar 2025

https://github.com/snap-research/mlpinit-for-gnns

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

deep-learning efficient-training feedforward-neural-network gnn graph-algorithm graph-neural-networks multi-layer-perceptron pytorch scalability

Last synced: 14 Apr 2025

https://github.com/google-deepmind/distribution_shift_framework

This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles et al., 2022).

artificial-intelligence deep-learning distribution-shift jax machine-learning neural-networks

Last synced: 17 Jun 2025

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

Implementation of Marge, Pre-training via Paraphrasing, in Pytorch

artificial-intelligence deep-learning pre-training retrieval transformers

Last synced: 22 Jun 2025

https://github.com/msu-video-group/memfof

[ICCV'2025 Highlight] MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation

deep-learning optical-flow pytorch video

Last synced: 25 Dec 2025

https://github.com/cloud-cv/diverse-beam-search

:mag: :shipit: Decoding Diverse Solutions from Neural Sequence Models

artificial-intelligence beam-search deep-learning neural-network neuraltalk

Last synced: 07 May 2025

https://github.com/intel-iot-devkit/smart-retail-analytics

Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.

computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video

Last synced: 04 Apr 2025

https://github.com/shijieS/DMMN

Deep Motion Modeling Network

deep-learning mot multiple-object-tracking

Last synced: 05 May 2025

https://github.com/lromul/argus-tgs-salt

Kaggle | 14th place solution for TGS Salt Identification Challenge

deep-learning kaggle kaggle-competition neural-network python pytorch segmentation

Last synced: 30 Apr 2025

https://github.com/yukezhu/visual7w-toolkit

Toolkit for Visual7W visual question answering dataset

deep-learning evaluation

Last synced: 14 Apr 2025

https://github.com/ctjoy/item2vec

Implement item2vec algorithm

deep-learning item2vec tensorflow word2vec

Last synced: 13 Jul 2025

https://github.com/hardik0/Deep-Learning-with-GoogleColab

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

darknet deep-learning deoldify face-recognition firearm-detection google-colab google-colaboratory guns-detection image-classification image-colorization machine-learning object-detection smoking-detection video-colorization yolov3 yolov4

Last synced: 06 Apr 2025

https://github.com/lucidrains/axial-positional-embedding

Axial Positional Embedding for Pytorch

artificial-intelligence deep-learning pytorch

Last synced: 09 Apr 2025

https://github.com/gmamaladze/deep-snake

A snake game trained using simple deep learning implemented in client side javascript.

convnetjs d3js deep-learning example

Last synced: 18 Oct 2025

https://github.com/hfawaz/ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

adversarial-attacks adversarial-examples deep-learning deep-neural-networks time-series-classification

Last synced: 09 Apr 2025

https://github.com/birdnet-team/birdnet

A Python library for identifying bird species by their sounds.

acoustic-monitoring bioacoustics birds birdsong deep-learning

Last synced: 05 Mar 2026

https://github.com/royerlab/cytoself

Self-supervised models for encoding protein localization patterns from microscopy images

autoencoder deep-learning fluorescence imaging microscopy opencell protein pytorch self-supervised self-supervised-learning tensorflow

Last synced: 03 Jul 2025

https://github.com/MaybeShewill-CV/MNN-LaneNet

Lane detection model for mobile device via MNN project

deep-learning lane-detection mnn semantic-segmentation

Last synced: 18 Mar 2025

https://github.com/aimagelab/vkd

PyTorch code for ECCV 2020 paper: "Robust Re-Identification by Multiple Views Knowledge Distillation"

deep-learning eccv-2020 knowledge-distillation re-id

Last synced: 06 Nov 2025

https://github.com/likyoo/BAN

The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"

change-detection computer-vision deep-learning remote-sensing-image

Last synced: 11 May 2025

https://github.com/imirzadeh/stable-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

catastrophic-forgetting continual-learning deep-learning lifelong-learning pytorch

Last synced: 08 May 2025

https://github.com/lh3/dna-nn

Model and predict short DNA sequence features with neural networks

bioinformatics deep-learning genomics

Last synced: 07 May 2025

https://github.com/vikparuchuri/researcher

Concise answers to search queries using Google and GPT-3. Includes citations.

deep-learning google python search

Last synced: 21 Mar 2025

https://github.com/fkodom/soft-mixture-of-experts

PyTorch implementation of Soft MoE by Google Brain in "From Sparse to Soft Mixtures of Experts" (https://arxiv.org/pdf/2308.00951.pdf)

deep-learning mixture-of-experts pytorch transformer vision-transformer

Last synced: 07 Oct 2025

https://github.com/taishan1994/dgl_chinese_manual

DGL中文文档。This is the Chinese manual of the graph neural network library DGL, currently contains the User Guide.

deep-learning dgl dgl-neural-networks gcn

Last synced: 19 Jan 2026

https://github.com/HongyangGao/ChannelNets

Tensorflow Implementation of ChannelNets (NeurIPS 18)

deep-learning deep-neural-networks lightweight mobilenet

Last synced: 18 Nov 2025

https://github.com/xiaoyiT/Course-Project---Speech-Driven-Facial-Animation

ECE 535 - Course Project, Deep Learning Framework

cnn deep-learning gan rnn tensorflow

Last synced: 09 May 2025

https://github.com/Cloud-CV/diverse-beam-search

:mag: :shipit: Decoding Diverse Solutions from Neural Sequence Models

artificial-intelligence beam-search deep-learning neural-network neuraltalk

Last synced: 23 Mar 2025

https://github.com/nvidia-ai-iot/jetnet

Easy to use neural networks for NVIDIA Jetson (and desktop too!)

dataset deep-learning easy-to-use gpu jetson model neural-network nvidia pre-trained

Last synced: 28 Jun 2025

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

Implementation of Hierarchical Transformer Memory (HTM) for Pytorch

artificial-intelligence attention-mechanism deep-learning memory

Last synced: 28 Jul 2025

https://github.com/aiwithqasim/Free-Artificial-Intelligence-Resources

Welcome, to this Open Source Repository regarding FREE ARTIFICIAL INTELLIGENCE RESOURCE. Get Benefit from the free resources mention & kindly five STAR & FORK this so that it can get maximum Fame so that Everyone can take advantage.

ai article artificial-intelligence artificial-neural-networks blog data-science datascientist deep-learning freeresources hacktoberfest hecktoberfest2021 jobs machine-learning machine-learning-algorithms natural-language-processing nlp project python3 youtube

Last synced: 01 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