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/svip-lab/planarreconstruction

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

computer-vision cvpr2019 deep-learning pytorch

Last synced: 05 Apr 2025

https://github.com/hms-core/hms-ml-demo

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

asr audio-file-transcription bank-card-recognition classification deep-learning document face-detection face-recognition hms huawei id-card-recognition image-segmentation kotlin-android language-detection machine-learning object-detection-and-tracking ocr text-to-speech text-translation tts-android

Last synced: 05 Apr 2025

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 08 May 2025

https://github.com/atcold/pytorch-cortexnet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 19 Aug 2025

https://github.com/pkmital/pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

autoregressive celeba conditional course cyclegan dcgan deep-learning gan glove magenta mooc neural-network nsynth pixelcnn tensorflow tutorial vae vae-gan wavenet word2vec

Last synced: 04 Apr 2025

https://github.com/RaptorMai/online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

catastrophic-forgetting class-incremental-learning computer-vision continual-learning convolutional-neural-networks deep-learning incremental-continual-learning incremental-learning lifelong-learning online-continual-learning

Last synced: 08 May 2025

https://github.com/mims-harvard/tfc-pretraining

Self-supervised contrastive learning for time series via time-frequency consistency

consistency-models contrastive-learning deep-learning pre-trained-model representation-learning self-supervised-learning time-series

Last synced: 10 Oct 2025

https://github.com/rwth-i6/returnn

The RWTH extensible training framework for universal recurrent neural networks

deep-learning gpu recurrent-neural-networks tensorflow theano

Last synced: 14 May 2025

https://github.com/nlesc/mcfly

A deep learning tool for time series classification and regression

auto-ml deep-learning time-series

Last synced: 17 Jun 2025

https://github.com/speechbrain/speechbrain.github.io

The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

beamforming deep-learning deeplearning librispeech neural-network neural-networks speaker-identification speaker-recognition speaker-verification speech speech-analysis speech-api speech-emotion-recognition speech-processing speech-recognition speech-recognizer speech-separation speech-to-text speechrecognition timit

Last synced: 29 Jan 2026

https://github.com/fedden/RenderMan

Command line C++ and Python VSTi Host library with MFCC, FFT, RMS and audio extraction and .wav writing.

audio deep-learning dsp features host juce python python-2 python2 vst vsts

Last synced: 08 May 2025

https://github.com/Atcold/pytorch-CortexNet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 19 Jul 2025

https://github.com/HikariTJU/LD

Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)

deep-learning detection knowledge-distillation ld object-detection pytorch

Last synced: 05 Apr 2025

https://github.com/quantylab/rltrader

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deep-learning keras python pytorch reinforcement-learning tensorflow

Last synced: 16 May 2025

https://github.com/dair-ai/nlp_fundamentals

πŸ“˜ Contains a series of hands-on notebooks for learning the fundamentals of NLP

deep-learning education nlp

Last synced: 07 Apr 2025

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

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

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

Last synced: 09 May 2025

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

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

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

Last synced: 04 Apr 2025

https://github.com/ctallec/pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

bayesian-inference deep-learning

Last synced: 22 Apr 2026

https://github.com/tensorlayer/tensorlayer-chinese

TensorLayer δΈ­ζ–‡ζ–‡ζ‘£

deep-learning neural-network tensorflow tensorlayer

Last synced: 05 Apr 2025

https://github.com/nightsnack/YOLObile

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

deep-learning object-detection yolov4

Last synced: 20 Mar 2025

https://github.com/microsoft/nn-Meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models

Last synced: 20 Nov 2025

https://github.com/gorgonia/tensor

package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes

deep-learning golang hacktoberfest machine-learning multidimensional-arrays ndarray tensor

Last synced: 05 Apr 2025

https://github.com/stared/thinking-in-tensors-writing-in-pytorch

Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

deep-learning pytorch pytorch-tutorial tensor

Last synced: 16 May 2025

https://github.com/kyegomez/sophia

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

artificial-intelligence chatgpt deep-learning multi-modality neural-network optimizer

Last synced: 23 Oct 2025

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

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

artificial-intelligence attention-mechanism deep-learning image-segmentation multilayer-perceptron segmentation

Last synced: 05 Apr 2025

https://github.com/Charleswyt/tf_audio_steganalysis

Audio steganalysis with tensorflow.

audio cnn deep-learning mp3 steganalysis tensorflow

Last synced: 03 Aug 2025

https://github.com/mikacuy/pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

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

Last synced: 20 Mar 2025

https://github.com/shicai/densenet-caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

caffe deep-learning densenet imagenet torch

Last synced: 13 Feb 2026

https://github.com/KevinMusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 05 Apr 2025

https://github.com/shicai/DenseNet-Caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

caffe deep-learning densenet imagenet torch

Last synced: 29 Mar 2025

https://github.com/imoonlab/meshnet

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)

3d-shapes deep-learning mesh pytorch

Last synced: 05 Apr 2025

https://github.com/mesutpiskin/computer-vision-guide

:book: This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

background-subtraction camera-calibration computer-vision deep-learning deep-neural-networks face-recognition feature-extraction goruntu-isleme image-classification image-filtering image-preprocessing image-processing machine-learning object-detection opencv optical-character-recognition stereo-vision

Last synced: 27 Jan 2026

https://github.com/huggingface/open-muse

Open reproduction of MUSE for fast text2image generation.

cv deep-learning diffusion generative-art nlp text2image transformer

Last synced: 14 Oct 2025

https://github.com/QUVA-Lab/escnn

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

deep-learning equivariance geometric-deep-learning geometry invariant isometries pytorch rotations symmetries

Last synced: 04 May 2025

https://github.com/kefirski/pytorch_RVAE

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

deep-learning nlp python pytorch vae

Last synced: 01 Apr 2025

https://github.com/iMoonLab/MeshNet

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)

3d-shapes deep-learning mesh pytorch

Last synced: 20 Mar 2025

https://github.com/salesforce/deeptime

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

deep-learning forecasting implicit-neural-representation meta-learning time-series time-series-forecasting time-series-regression

Last synced: 06 Apr 2025

https://github.com/paddlepaddle/paddlescience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

ai4science deep-learning machine-learning operator-learning paddlepaddle self-supervised-learning supervised-learning

Last synced: 14 May 2025

https://github.com/ybabakhin/kaggle_salt_bes_phalanx

Winning solution for the Kaggle TGS Salt Identification Challenge.

deep-learning image-segmentation keras pseudo-labeling pytorch semantic-segmentation u-net

Last synced: 12 Oct 2025

https://github.com/israelg99/deepvoice

Deep Voice: Real-time Neural Text-to-Speech

deep-learning keras machine-learning phonemes voice

Last synced: 07 Apr 2025

https://github.com/iwatake2222/play_with_tflite

Sample projects for TensorFlow Lite in C++ with delegates such as GPU, EdgeTPU, XNNPACK, NNAPI

cpp deep-learning edgetpu opencv tensorflow tensorflow-lite

Last synced: 20 Mar 2025

https://github.com/anshaneja5/mldl.study

ML & DL roadmap with curated resources like videos, articles, research-papers, competitions, projects etc.

ai aiml artificial-intelligence deep-learning generative-ai machine-learning python roadmap roadmaps

Last synced: 04 Apr 2026

https://github.com/iwatake2222/self-driving-ish_computer_vision_system

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

autonomous-driving cpp deep-learning tensorflow tensorrt

Last synced: 20 Mar 2025

https://github.com/francescosaveriozuppichini/pytorch-deep-learning-template

A Pytorch Computer Vision template to quick start your next project! πŸš€πŸš€

computer-vision deep-learning python pytorch

Last synced: 05 Apr 2025

https://github.com/hzwer/cvpr2023-dmvfn

CVPR2023 (highlight) - A Dynamic Multi-Scale Voxel Flow Network for Video Prediction

computer-vision cvpr2023 deep-learning pytorch

Last synced: 16 May 2025

https://github.com/square/pysurvival

Open source package for Survival Analysis modeling

deep-learning machine-learning numpy python pytorch survival-analysis

Last synced: 10 Oct 2025

https://github.com/gt4sd/gt4sd-core

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

deep-learning generative-models machine-learning python

Last synced: 15 May 2025

https://github.com/arundo/tsaug

A Python package for time series augmentation

audio data-augmentation deep-learning time-series

Last synced: 04 Apr 2025

https://github.com/ekzhang/fastseg

πŸ“Έ PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

aspp cityscapes computer-vision deep-learning deeplabv3 edge-computing efficientnet kitti-dataset mapillary-vistas-dataset mobilenetv3 pytorch semantic-segmentation

Last synced: 09 Apr 2025

https://github.com/Huangying-Zhan/Depth-VO-Feat

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

3d-vision caffe computer-vision cvpr deep-learning depth-estimation visual-odometry

Last synced: 01 Apr 2025

https://github.com/gabolsgabs/DALI

DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.

dataset deep-learning ismir music-information-retrieval singing-voice teacher-student

Last synced: 07 Apr 2025

https://github.com/audo-ai/magic-mic

Open Source Noise Cancellation App for Virtual Meetings

audio deep-learning machine-learning microphone noise-cancellation noise-reduction

Last synced: 26 Mar 2025

https://github.com/Megvii-CSG/MegReader

A research project for text detection and recognition using PyTorch 1.2.

ctc deep-learning ocr pytorch text-detection text-detection-recognition text-recognition

Last synced: 03 Apr 2025

https://github.com/lupantech/dl4math

Resources of deep learning for mathematical reasoning (DL4MATH).

deep-learning machine-learning mathematical-reasoning natural-language-procressing papers

Last synced: 08 Oct 2025

https://github.com/NVlabs/geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

computer-vision cvpr2018 deep-learning localization mapnet

Last synced: 01 Apr 2025

https://github.com/dongjunlee/transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

attention deep-learning experiments hb-experiment nlp tensorflow transformer translation

Last synced: 07 Apr 2025

https://github.com/hku-bal/clair3

Clair3 - Symphonizing pileup and full-alignment for deep learning-based long-read variant calling

computational-biology deep-learning genomics illumina long-reads nanopore ont-data ont-models pacbio variant-calling variant-detection

Last synced: 27 Apr 2026

https://gt4sd.github.io/gt4sd-core/

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

deep-learning generative-models machine-learning python

Last synced: 08 Apr 2025

https://github.com/hpi-xnor/BMXNet

(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

binary-neural-networks deep-learning mxnet xnor-convolutions

Last synced: 04 Apr 2025

https://github.com/davidmascharka/tbd-nets

PyTorch implementation of "Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning"

deep-learning machine-learning neural-networks pytorch visual-question-answering visualization vqa

Last synced: 06 Apr 2025

https://github.com/decile-team/cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

compute-efficient-ml deep-learning energy energy-requirements machine-learning speedups-training

Last synced: 07 Apr 2026

https://github.com/DongjunLee/transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

attention deep-learning experiments hb-experiment nlp tensorflow transformer translation

Last synced: 13 Apr 2025

https://github.com/reiinakano/gan-playground

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

deep-learning gan generative-adversarial-network machine-learning neural-network

Last synced: 25 Aug 2025

https://github.com/microsoft/nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models

Last synced: 12 Apr 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559