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/autoviml/deep_autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

autokeras automl data-science deep-learning gcp keras machine-learning mlflow mljar pycaret python tensorflow tensorflow2 tpot

Last synced: 06 Apr 2025

https://github.com/stanfordasl/trajectron

Code accompanying "The Trajectron: Probabilistic Multi-Agent Trajectory Modeling with Dynamic Spatiotemporal Graphs" by Boris Ivanovic and Marco Pavone.

deep-learning human-robot-interaction human-trajectory-prediction

Last synced: 12 May 2025

https://github.com/developmentseed/fastai-serving

A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving

deep-learning docker machine-learning python pytorch

Last synced: 23 Jun 2025

https://github.com/juliatrustworthyai/counterfactualexplanations.jl

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

counterfactual-explanations deep-learning explainable-ai julia machine-learning

Last synced: 05 Apr 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: 11 Jun 2026

https://github.com/JuliaTrustworthyAI/CounterfactualExplanations.jl

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

counterfactual-explanations deep-learning explainable-ai julia machine-learning

Last synced: 28 Apr 2025

https://github.com/kevinjohncutler/omnipose

Omnipose: a high-precision solution for morphology-independent cell segmentation

deep-learning pytorch segmentation

Last synced: 10 Oct 2025

https://github.com/olafenwamoses/deepstack_exdark

A DeepStack custom model for detecting common objects in dark/night images and videos.

ai cctv computer-vision deep-learning deepstack machine-learning night-vision night-vision-camera object-detection yolo yolov3 yolov5

Last synced: 07 Oct 2025

https://github.com/maps-as-data/mapreader

A computer vision pipeline for exploring and analyzing images at scale

article computer-vision deep-learning digital-humanities hut23 hut23-96 machine-learning maps pytorch spatial-data

Last synced: 08 Oct 2025

https://github.com/mheriyanto/machine-learning-in-computer-vision

:memo: References list for machine learning and deep learning in computer vision.

artificial-intelligence computer-vision deep-learning machine-learning python pytorch roadmap tensorflow

Last synced: 22 Nov 2025

https://github.com/can-lehmann/exprgrad

An experimental deep learning framework for Nim based on a differentiable array programming language

autodiff automatic-differentiation compiler deep-learning dsl gradient llvm machine-learning ml neural-network nim opencl tensor

Last synced: 18 Jul 2025

https://github.com/yu4u/dnn-watermark

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

deep-learning deep-neural-networks keras watermak

Last synced: 25 Mar 2025

https://github.com/dahyun-kang/renet

[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification

computer-vision deep-learning few-shot-classifcation few-shot-learning iccv2021 neural-networks pytorch

Last synced: 16 Aug 2025

https://github.com/medtagger/MedTagger

A collaborative framework for annotating medical datasets using crowdsourcing.

crowdsourcing data-science data-validation deep-learning labeling medical-imaging

Last synced: 08 May 2025

https://github.com/JonasSchult/dcm-net

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

3d-deep-learning 3d-segmentation cvpr cvpr2020 dcm-net deep-learning scannet semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/alex-lechner/traffic-light-classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

convolutional-neural-networks deep-learning deep-neural-networks tensorflow tensorflow-models tensorflow-tutorials traffic-light-classification traffic-light-detection traffic-lights

Last synced: 02 May 2025

https://github.com/khrylx/dlow

[ECCV 2020] Official PyTorch Implementation of "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction". ECCV 2020.

deep-learning diversifying-latent-flows diversity eccv2020 generative-models motion-forecasting motion-prediction pose-forecasting pose-prediction pytorch vae

Last synced: 11 Jul 2025

https://github.com/kanyun-inc/commonsense-rc

Code for Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension

deep-learning machine-comprehension natural-language-processing

Last synced: 23 Jun 2025

https://github.com/pcyin/pytorch_nmt

A neural machine translation model in PyTorch

deep-learning machine-learning neural-machine-translation pytorch

Last synced: 25 Jul 2025

https://github.com/githubharald/htrpipeline

Detect and read handwritten words on scanned pages.

deep-learning handwritten-text-recognition ocr text-detection

Last synced: 14 May 2025

https://github.com/d909b/cxplain

Causal Explanation (CXPlain) is a method for explaining the predictions of any machine-learning model.

deep-learning explainability explainable-ai explainable-ml interpretability machine-learning

Last synced: 17 Sep 2025

https://github.com/deshwalmahesh/datascience-studymaterial

Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Science

books cheatsheet deep-learning interview-preparation interview-questions machine-learning notes questions-and-answers research-paper

Last synced: 24 Feb 2026

https://github.com/psmarter/mini-infer

基于PagedAttention的高性能大模型推理引擎(重构中)

ai cuda deep-learning gpu inference language-model llm machine-learning pagedattention python pytorch transformer triton

Last synced: 02 Apr 2026

https://github.com/ashafaei/out-of-distribution-detection

The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks

anomaly-detection deep-learning out-of-distribution-detection

Last synced: 04 Apr 2025

https://github.com/siavashshams/ssamba

[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

audio audio-classification deep-learning emotion-recognition keyword-spotting mamba representation-learning self-supervised-learning speaker-identification state-space-model

Last synced: 06 Apr 2025

https://github.com/voxel51/fiftyone-plugins

A curated list of plugins that you can add to your FiftyOne install!

artificial-intelligence computer-vision data-science deep-learning fiftyone machine-learning plugins python

Last synced: 11 Apr 2025

https://github.com/despoisj/deepeyecontrol

Using your eyes to trigger shortcuts on your computer

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

Last synced: 30 Apr 2025

https://github.com/mzbac/sketch2code

a simple model that implemented sketch to code

deep-learning html machine-learning

Last synced: 03 May 2025

https://github.com/ajayarunachalam/deep_xf

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

auto-ml auto-timeseries deep-learning deep-neural-networks ecg-signal explainable-ml forecasting forecasting-models interpretable-ai machine-learning multivariate nowcasting-models python sensors siamese-neural-network time-series time-series-analysis timeseries

Last synced: 31 Aug 2025

https://github.com/Azure/mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure azureml deep-learning machine-learning microsoft mlops mlops-environment mlops-project mlops-template mlops-workflow

Last synced: 26 Mar 2025

https://github.com/open-edge-platform/geti-sdk

Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

annotations computer-vision deep-learning model-deployment model-development openvino python3 sdk

Last synced: 29 Jun 2025

https://github.com/sniklaus/pytorch-extension

an example of a CUDA extension for PyTorch using CuPy which computes the Hadamard product of two tensors

cuda cupy deep-learning python pytorch

Last synced: 25 Dec 2025

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

Implementation of the GBST block from the Charformer paper, in Pytorch

artificial-intelligence deep-learning tokenization transformer

Last synced: 20 Aug 2025

https://github.com/lucidrains/mixture-of-attention

Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts

artificial-intelligence attention-mechanisms deep-learning mixture-of-experts routed-attention

Last synced: 04 Apr 2025

https://github.com/gauravbh1010tt/dl-text

Text pre-processing library for deep learning (Keras, tensorflow).

deep-learning nlp-machine-learning

Last synced: 18 Jun 2025

https://github.com/Evolving-AI-Lab/deep_learning_for_camera_trap_images

This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.

camera-traps deep-learning

Last synced: 13 Apr 2025

https://github.com/yanndubs/lossyless

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

compression deep-learning machine-learning python pytorch self-supervised-learning

Last synced: 17 Mar 2025

https://github.com/noshluk2/ROS2-Self-Driving-Car-AI-using-OpenCV

ROS2 Self Driving Car using Deeplearning and Object Tracking through openCV

computer-vision deep-learning gazebo object-detection opencv ros2 self-driving-car

Last synced: 24 Apr 2026

https://github.com/jmisilo/clip-gpt-captioning

CLIPxGPT Captioner is Image Captioning Model based on OpenAI's CLIP and GPT-2.

computer-vision cv deep-learning image-caption image-caption-generator image-captioning machine-learning nlp python pytorch

Last synced: 09 Apr 2025

https://github.com/vita-epfl/s-attack

[CVPR 2025] Official implementation of three papers "Certified Human Trajectory Prediction", "Vehicle trajectory prediction works, but not everywhere", and "Are socially-aware trajectory prediction models really socially-aware?".

adversarial-attacks deep-learning human-behavior-understanding human-trajectory-prediction robustness vehicle-trajectory-prediction

Last synced: 16 Jan 2026

https://github.com/vldgroup/graph-pes

train and use graph-based ML models of potential energy surfaces

chemistry deep-learning force-fields framework machine-learning

Last synced: 22 Jan 2026

https://github.com/filipbasara0/simple-diffusion

A minimal implementation of a denoising diffusion model in PyTorch.

attention-mechanism computer-vision deep-learning diffusion image-generation pytorch stable-diffusion unet

Last synced: 15 Oct 2025

https://github.com/lucidrains/long-short-transformer

Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch

artificial-intelligence attention-mechanism deep-learning transformers

Last synced: 20 Aug 2025

https://github.com/bhansconnect/alpha_zero_othello

A functional Alpha Zero that plays Othello using Keras

alphazero deep-learning machine-learning reinforcement-learning

Last synced: 11 Jul 2025

https://github.com/YipengHu/label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

convolutional-neural-networks deep-learning image-guided-interventions medical-image-registration tensorflow weakly-supervised-learning

Last synced: 16 Mar 2025

https://github.com/pathak22/modular-assemblies

[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"

artificial-creatures artificial-intelligence assembly compositionality deep-learning modularity morphology reinforcement-learning

Last synced: 10 Apr 2025

https://github.com/yandexdataschool/ysda_deeplearning17

Yandex SDA classes on deep learning. Version of year 2017

deep-learning homework image-recognition neural-network seminar

Last synced: 10 Apr 2025

https://github.com/codait/max-central-repo

Central Repository of Model Asset Exchange project. This repository contains information about the available models, current project status, contribution guidelines and supporting assets.

cloud codait data-science deep-learning ibm-developer kubernetes model-asset-exchange node-red-flow openshift trainable-models watson-machine-learning watson-st

Last synced: 06 May 2025

https://github.com/longxingtan/kddcup2022-wpf

3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting

bert deep-learning kdd2022 kddcup spatio-temporal time-series wind-power-forecasting

Last synced: 15 Apr 2025

https://github.com/lucidrains/pi-gan-pytorch

Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch

artificial-intelligence deep-learning film generative-adversarial-network nerf

Last synced: 11 Sep 2025

https://github.com/pprp/captcha_identify.pytorch

基于torch进行验证码识别,识别率达94%

captcha cnn deep-learning pytorch

Last synced: 25 Oct 2025

https://github.com/raoyongming/PointGLR

[CVPR 2020] Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds

3d-point-clouds computer-vision deep-learning metric-learning representation-learning unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/yandexdataschool/YSDA_deeplearning17

Yandex SDA classes on deep learning. Version of year 2017

deep-learning homework image-recognition neural-network seminar

Last synced: 19 Jul 2025

https://github.com/cardwing/codes-for-intra-kd

Inter-Region Affinity Distillation for Road Marking Segmentation (CVPR 2020)

cnn deep-learning lane-detection pytorch road-marking-segmentation

Last synced: 26 Mar 2025

https://github.com/honlan/dmt

Disentangled Makeup Transfer with Generative Adversarial Network

computer-vision deep-learning disentangled-representations generative-adversarial-network makeup-transfer tensorflow

Last synced: 30 Aug 2025

https://github.com/ajayarunachalam/msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

anamoly-detection-using-graphs anomaly-detection correlation data-analysis deep-learning deep-neural-networks explainable-artificial-intelligence feature-engineering feature-selection multidimensional-data multisensor python pytorch sensor sensor-data signal-processing tabular-data time-series variation visualization

Last synced: 05 Oct 2025

https://github.com/hpcaitech/tensornvme

A Python library transfers PyTorch tensors between CPU and NVMe

colossal-ai deep-learning nvme pytorch

Last synced: 27 Mar 2026

https://github.com/benstaf/chemgan-challenge

Code for the paper: ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

artificial-intelligence chemistry deep-learning drug-discovery generative-adversarial-network machine-learning recurrent-neural-networks reinforcement-learning

Last synced: 27 Oct 2025

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

A flexible neural net training library inspired by fast.ai

deep-learning optimization

Last synced: 27 Jan 2026

https://github.com/mseitzer/gpu-monitor

Script to remotely check GPU servers for free GPUs

cuda cudnn deep-learning gpu nvidia-smi remote ssh

Last synced: 12 Apr 2025

https://github.com/kahnchana/opl

Official repository for "Orthogonal Projection Loss" (ICCV'21)

classification deep-learning loss-functions

Last synced: 08 May 2025

https://github.com/kinhong/OpenLabeler

OpenLabeler is an open source desktop application for annotating objects for AI appplications

annotations cross-platform deep-learning desktop-application detection docker labeling-tool nueral-networks recognition tensorflow

Last synced: 12 May 2025

Deep learning Awesome Lists
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