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/Orion-AI-Lab/S4A

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

crop-classification deep-learning segmentation sentinel-2

Last synced: 07 May 2025

https://github.com/icon-lab/resvit

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

attention deep-learning image-synthesis image-to-image-translation medical-imaging mri residual-learning transformers vision-transformer

Last synced: 06 Apr 2025

https://github.com/lucaaslb/cnn-libras

Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)

artificial-intelligence cnn cnn-classification cnn-keras convolutional-layers convolutional-neural-networks deep-learning inteligencia-artificial keras-tensorflow leaky-relu libras tensorflow

Last synced: 08 May 2025

https://github.com/lucidrains/perceiver-ar-pytorch

Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch

artficial-intelligence attention-mechanism deep-learning long-context transformer

Last synced: 15 Jul 2025

https://github.com/sahagobinda/GPM

Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

computer-vision continual-learning deep-learning optimizaiton pytorch

Last synced: 08 May 2025

https://github.com/nvidia-ai-iot/ros2_torch_trt

ROS 2 packages for PyTorch and TensorRT for real-time classification and object detection on Jetson Platforms

ai-iot classification-model deep-learning jetson object-detection pytorch real-time resnet-18 robotics ros2 ssd-mobilenet tensorrt

Last synced: 28 Jun 2025

https://github.com/kurianbenoy/indic-subtitler

Open source subtitling platform 💻 for transcribing and translating videos/audios in Indic languages.

asr deep-learning fastapi faster-whisper inference nextjs openai quantization speech-recognition speech-to-text transformers vegam-whisper webapp whisper whisperx

Last synced: 02 Sep 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: 02 Jul 2025

https://github.com/xun-xh/yolov5-onnx-pyqt-exe

yolo模型使用cv2推理并使用qt5添加GUI后打包部署。pt模型转onnx模型;opencv.dnn完成推理;pyqt实现可视界面;打包为exe方便移植

deep-learning gui machine-learning nuitka onnx pyqt yolov5

Last synced: 21 Apr 2025

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

PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.

deep-learning machine-learning program-synthesis research software-engineering

Last synced: 07 May 2025

https://github.com/rickiepark/do-it-dl

<Do it! 딥러닝 입문> 도서의 주피터 노트북

deep-learning keras machie-learning neural-networks python scikit-learn tensorflow

Last synced: 28 Jul 2025

https://github.com/nrel/sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

climate-change climate-data deep-learning generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy

Last synced: 04 Apr 2025

https://github.com/Silverster98/HUMANISE

Official implementation of the NeurIPS22 paper "HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes"

3d-scene-understanding deep-learning motion-generation

Last synced: 27 Jul 2025

https://github.com/NVlabs/neural_rx

Real-Time Inference of 5G NR Multi-user MIMO Neural Receivers

5g-nr deep-learning mimo receiver

Last synced: 28 Feb 2026

https://github.com/rasbt/pytorch-memory-optim

This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.

deep-learning llm memory-optimization pytorch vision vit

Last synced: 21 Aug 2025

https://github.com/mitmul/chainer-handson

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

chainer deep-learning hands-on neural-network

Last synced: 22 Mar 2025

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

Implementation of GateLoop Transformer in Pytorch and Jax

artificial-intelligence deep-learning sequence-modeling

Last synced: 13 Apr 2025

https://github.com/collabnix/pico

Object Detection and Analysis Made easy using Raspberry Pi, Apache Kafka, AWS Rekognition & Docker

apache-kafka aws-rekognition containers deep-learning docker docker-compose docker-swarm

Last synced: 21 Mar 2025

https://github.com/lucidrains/tpdne

Thispersondoesnotexist went down, so this time, while building it back up, I am going to open source all of it.

artificial-intelligence deep-learning generative-adversarial-networks

Last synced: 21 Aug 2025

https://github.com/lihanghang/deep-learning-and-paper

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

ai automl book deep-learning meachinelearning papers sentiment-classification speaker-verification speech-recognition speech-to-text

Last synced: 01 Aug 2025

https://github.com/yottalabsai/bloombee

Decentralized LLMs fine-tuning and inference with offloading

deep-learning distributed-systems llama machine-learning pipeline-parallelism pytorch tensor-parallelism

Last synced: 07 Apr 2025

https://github.com/yangluo7/CAME

The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"

deep-learning diffusion-transformer large-language-models memory-efficient optimizer

Last synced: 05 Apr 2025

https://github.com/tugraph-family/tugraph-antgraphlearning

Ant Graph Learning (AGL) provides a comprehensive solution for graph learning tasks at an industrial scale.

deep-learning gnn gnn-framework

Last synced: 14 Apr 2025

https://github.com/nikolasent/road-semantic-segmentation

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

carnd classification computer-vision deep-learning fcn self-driving-car semantic-segmentation tensorflow

Last synced: 30 Apr 2025

https://github.com/piotrkawa/deepfake-whisper-features

Implementation of the paper "Improved DeepFake Detection Using Whisper Features"

audio-deepfake-detection deep-learning deepfake-detection paper-implementations whisper

Last synced: 11 Mar 2025

https://github.com/r3gm/insightsolver-colab

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

ai-ops aiops autogpt colab-notebook colorization computer-vision deep-learning llama-2 llama-cpp llm machine-learning object-detection stable-diffusion text-to-speech

Last synced: 12 Oct 2025

https://github.com/teelinsan/parallel-decoding

Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"

decoding-algorithm deep-learning jacobi-decoding jacobi-iteration natural-language-processing neural-network parallel-decoding transformers

Last synced: 19 Apr 2025

https://github.com/lucidrains/tf-bind-transformer

A repository with exploration into using transformers to predict DNA ↔ transcription factor binding

artificial-intelligence attention-mechanism deep-learning gene-expression transcription-factor-binding transcription-factors transformers

Last synced: 04 Oct 2025

https://github.com/shanjiayao/PTT

Official PyTorch Implementation for "PTT: Point-Track-Transformer Module for 3D Single Object Trackingin Point Clouds"

deep-learning point-cloud sot tracking

Last synced: 20 Mar 2025

https://github.com/dipanjans/adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial-attacks adversarial-learning computer-vision deep-learning python tensorflow

Last synced: 30 Apr 2025

https://github.com/naity/image_tabular

Integrate image and tabular data for deep learning

deep-learning fastai image-classification pytorch tabular-data

Last synced: 08 May 2025

https://github.com/lucidrains/hourglass-transformer-pytorch

Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI

artificial-intelligence deep-learning transformers

Last synced: 14 Apr 2025

https://github.com/logankilpatrick/deeplearningwithjulia

The Deep Learning with Julia book, using Flux.jl.

books deep-learning fluxml julia machine-learning

Last synced: 07 Mar 2026

https://github.com/dangnh0611/kaggle_rsna_breast_cancer

1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection

binary-classification breast-cancer class-imbalance convnext deep-learning kaggle machine-learning mamography rsna yolo

Last synced: 25 Apr 2025

https://github.com/lucidrains/alphagenome

Implementation of AlphaGenome, Deepmind's updated genomic attention model

artificial-intelligence attention-mechanisms deep-learning genomics splicing transformers

Last synced: 04 Feb 2026

https://github.com/QY-H00/attention-interpolation-diffusion

[NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion

deep-learning diffusion image-interpolation pytorch stable-diffusion text-to-image-generation

Last synced: 28 Mar 2025

https://github.com/coqui-ai/tts-recipes

🐸TTS recipes for different datasets

coqui-ai dataset deep-learning recipe speech text-to-speech tts tts-recipes

Last synced: 06 Oct 2025

https://github.com/XanaduAI/GradDFT

GradDFT is a JAX-based library enabling the differentiable design and experimentation of exchange-correlation functionals using machine learning techniques.

deep-learning density-functional-theory differentiable-computing flax jax pyscf python quantum-chemistry scientific-computing

Last synced: 04 May 2025

https://github.com/declare-lab/cascade

This repo contains code to detect sarcasm from text in discussion forum using deep learning

deep-learning lstm reddit sarcasm-detection stylometric-features tensorflow tweets user-embeddings

Last synced: 14 Apr 2025

https://github.com/mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

augmentation augmentations data-generation deep-learning image-augmentation image-classification machine-learning python tensorflow2

Last synced: 08 May 2025

https://github.com/adalkiran/distributed-inference

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

cross-language deep-learning distributed distributed-systems go golang machine-learning ml mlops onnx onnxruntime pion python redis redis-streams video-processing video-processing-pipeline webrtc yolo yolox

Last synced: 04 Apr 2026

https://github.com/evgenii-nikishin/rl_with_resets

JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"

atari atari2600 deep-learning deep-reinforcement-learning deepmind-control-suite dmc drq flax gym jax machine-learning overfitting reinforcement-learning sac soft-actor-critic spr

Last synced: 13 Aug 2025

https://github.com/fabioperez/skin-data-augmentation

Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018

computer-vision data-augmentation deep-learning machine-learning melanoma melanoma-classification pytorch skin-lesion-analysis

Last synced: 06 Apr 2025

https://github.com/lucidrains/rvq-vae-gpt

My attempts at applying Soundstream design on learned tokenization of text and then applying hierarchical attention to text generation

artificial-intelligence deep-learning gpt learned-tokenization text-autoencoder

Last synced: 05 Apr 2025

https://github.com/vitae-transformer/vitae-transformer-scene-text-detection

A comprehensive list [Hi-SAM@TPAMI'24, GoMatching@NeurIPS'24, DeepSolo(++)@ CVPR'23, DPText-DETR@AAAI'23, I3CL@IJCV'22] of our research works related to scene text detection, spotting, etc., including papers, codes.

deep-learning ocr pytorch scene-text-detection scene-text-spotting vision-transformer

Last synced: 09 Apr 2025

https://github.com/girishp92/human-activity-recognition-using-recurrent-neural-nets-rnn-lstm-and-tensorflow-on-smartphones

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.

android-application androidstudio deep-learning hidden-units human-activities lstm-neural-networks machine-learning pickle proof-of-concept pycharm-ide python3 rnn-tensorflow scikit-learn smartphone-accelerometer

Last synced: 12 Apr 2025

https://github.com/archinetai/a-unet

A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.

deep-learning machine-learning unet

Last synced: 30 Apr 2025

https://github.com/reiinakano/invariant-risk-minimization

Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893

causality deep-learning invariant-risk-minimization machine-learning neural-network

Last synced: 30 Apr 2025

https://github.com/google-research-datasets/query-wellformedness

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

deep-learning deep-neural-networks information-retrieval nlp nlp-machine-learning search-engine

Last synced: 11 Feb 2026

https://github.com/hypox64/candock

A time series signal analysis and classification framework

classification data-augmentation data-preprocessing deep-learning eeg series-signal-analysis

Last synced: 24 Apr 2025

https://github.com/fastai/fastgpu

A queue service for quickly developing scripts that use all your GPUs efficiently

data-science deep-learning gpus machine-learning python resource-management

Last synced: 18 Jun 2025

https://github.com/archsyscall/ConvNets-TensorFlow2

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

deep-learning googlenet inception-v3 inception-v4 machine-learning mobilenet mobilenet-v2 resnet shufflenet shufflenet-v2 tensorflow vgg

Last synced: 23 Jul 2025

https://github.com/div99/xql

Extreme Q-Learning: Max Entropy RL without Entropy

deep-learning energy-based-model gumbel-distribution offline-rl reinforcement-learning

Last synced: 14 Apr 2025

https://github.com/chainer/onnx-chainer

Add-on package for ONNX format support in Chainer

caffe chainer deep-learning onnx onnx-chainer onnx-format onnx-support

Last synced: 12 Sep 2025

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/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/lucidrains/flexible-diffusion-modeling-videos-pytorch

Implementation of the video diffusion model and training scheme presented in the paper, Flexible Diffusion Modeling of Long Videos, in Pytorch

artificial-intelligence deep-learning denoising-diffusion video-generation

Last synced: 31 Jul 2025

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/ritwik12/celestial-bodies-detection

TensorFlow Image Classifier that can be used to classify whether an image is of a Planet (Earth, Mercury, Mars, etc), Galaxy (Spiral, Elliptical, Irregular), Satellites, Comets, Etc.

artificial-intelligence convolutional-neural-networks deep-learning linux machine-learning python tensorflow

Last synced: 08 Mar 2026

https://github.com/d909b/drnet

💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatments from observational data using neural networks.

causal-inference deep-learning machine-learning neural-networks

Last synced: 21 Jul 2025

https://github.com/rpng/calc2.0

CALC2.0: Combining Appearance, Semantic and Geometric Information for Robust and Efficient Visual Loop Closure

deep-learning slam variational-autoencoder

Last synced: 08 May 2025

https://github.com/ShuweiShao/IEBins

[NeurIPS2023] IEBins: Iterative Elastic Bins for Monocular Depth Estimation

computer-vision deep-learning depth-estimation

Last synced: 05 May 2025

https://github.com/l1997i/LiM3D

🔥(CVPR 2023) Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation

complexity computer-vision cvpr cvpr2023 deep-learning lidar point-cloud semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/Div99/XQL

Extreme Q-Learning: Max Entropy RL without Entropy

deep-learning energy-based-model gumbel-distribution offline-rl reinforcement-learning

Last synced: 26 Mar 2025

https://github.com/birdx0810/timegan-pytorch

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

deep-learning generative-adversarial-network hacktoberfest pytorch time-series

Last synced: 26 Mar 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