An open API service indexing awesome lists of open source software.

Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/bendangnuksung/fortnite-pubg

๐ŸŽฎ Converting Fortnite texture to PUBG texture using CycleGAN

cyclegan fortnite gan keras pubg

Last synced: 28 Apr 2025

https://github.com/alessiamarcolini/deepstreet

Traffic Sign Recognition - Fine tuning VGG16 + GTSRB

convolutional-neural-networks deeplearning keras traffic-sign-classification

Last synced: 14 Jan 2025

https://github.com/imdeep2905/neural-network-sandbox

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

deep-learning gui keras kivy machine-learning matplotlib neural-networks python tensorflow

Last synced: 12 Apr 2025

https://github.com/gvaliente/pocket-tensor

Run Keras models from a C++ application on embedded devices

cpp11 deep-learning embedded keras machine-learning simd

Last synced: 21 Nov 2024

https://github.com/yoctol/seq2vec

Transform sequence of words into a fix-length representation vector

keras seq2vec-model

Last synced: 28 Apr 2025

https://github.com/anujdutt9/ai-chatbot

AI Chatbot using Dynamic Memory Network in Keras.

chatbot keras keras-neural-networks python-3-5

Last synced: 09 Apr 2025

https://github.com/rstudio/cloudml

R interface to Google Cloud Machine Learning Engine

cloudml gpc gpu keras r rstats tensorflow

Last synced: 25 Apr 2025

https://github.com/dataxujing/faster-r-cnn-keras

:construction::construction::construction: Faster R-CNNๅฎž็Žฐๅฎ‰้˜ฒไธญๅฎ‰ๅ…จๅธฝไฝฉๆˆด็›ฎๆ ‡ๆฃ€ๆต‹

cv faster-rcnn keras object-detection python3

Last synced: 17 Dec 2024

https://github.com/ansrivas/keras-rest-server

A very simple project to create a rest backend for serving a neural network model based on keras

keras keras-models keras-rest-server rest-server

Last synced: 12 Apr 2025

https://github.com/durner/yolo-autonomous-drone

YOLO Autonomous Drone - Deep Learning Person Detection: The YOLO Drone localizes and follows people with the help of the YOLO Deep Network

actuators ar-drone autonomous deep-learning drone keras machine-learning yolo yolo-network

Last synced: 13 Apr 2025

https://github.com/philipperemy/speaker-change-detection

Paper: https://arxiv.org/abs/1702.02285

deep-learning keras speaker-change-detection

Last synced: 30 Apr 2025

https://github.com/scofield7419/basic_nns_in_frameworks

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

autoencoder cnns keras mlp pytorch recurrentnn recursivenn tensorflow theano

Last synced: 27 Apr 2025

https://github.com/dandxy89/imagemodels

ImageNet model implemented using the Keras Functional API

image-processing imagenet imagenet-classifier keras mkdocs mkdocs-material

Last synced: 17 Jan 2025

https://github.com/mohd-faizy/probabilistic-deep-learning-with-tensorflow

Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.

bernoulli-distribution binomial-distributions deep-probabilistic-models keras machine-learning multivariate-distributions poisson-distribution probabilistic-deep-learning probabilistic-layers probabilistic-programming tensorflow tensorflow-probability tensorflow2 tfp univariate-distributions

Last synced: 07 Apr 2025

https://github.com/slrbl/human-in-the-loop-machine-learning-tool-tornado

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

active-learning active-learning-module activelearning artificial-intelligence automl data-annotation data-annotation-machine-learning data-annotation-tools dataannotations human-in-the-loop-machine-learning interactive-machine-learning keras machine-learning machine-learning-api machinelearning natural-language-processing python ruby-on-rails sklearn

Last synced: 08 May 2025

https://github.com/nishiwen1214/glue-bert4keras

ๅŸบไบŽbert4keras็š„GLUEๅŸบๅ‡†ไปฃ็ 

baseline bert bert4keras electra glue gluebenchmark keras natural-language-understanding nlp tensorflow

Last synced: 15 May 2025

https://github.com/simon-larsson/keras-swa

Simple stochastic weight averaging callback for Keras

deep-learning keras stochastic-weight-averaging swa tensorflow tensorflow-keras

Last synced: 14 Apr 2025

https://github.com/guibrandt/osulearn

An attempt at using machine learning to create a neural network that learns how to play osu! like a human from replay data

jupyter-notebook keras machine-learning neural-network osugame

Last synced: 01 May 2025

https://github.com/hrolive/applications-of-ai-for-predictive-maintenance

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series

Last synced: 10 Apr 2025

https://github.com/ayulockin/losslandscape

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

deep-neural-networks keras loss-landscape neural-networks tensorflow

Last synced: 30 Apr 2025

https://github.com/chen0040/keras-text-to-image

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

dcgan generative-adversarial-network keras text-to-image

Last synced: 16 Dec 2024

https://github.com/zimmerrol/keras-utility-layer-collection

Collection of custom layers and utility functions for Keras which are missing in the main framework.

attention deep-learning keras layers lstm nlp normalization rnn

Last synced: 30 Apr 2025

https://github.com/deepdiy/deepdiy

Deep learning based tool for image processing. No need for Programing and GPU.

beginner colab deep-learning gui image-classification image-segmentation keras kivy mask-rcnn model-zoo object-detection opencv python tensorflow unet xception

Last synced: 12 Apr 2025

https://github.com/fanhuaandluomu/captcha_break_keras

keras theano ้ชŒ่ฏ็ ็ ด่งฃ ๅญ—ๆฏ+ๆ•ฐๅญ—

captcha cnn keras neural-network python

Last synced: 01 May 2025

https://github.com/benman1/time-series

Time-Series models for multivariate and multistep forecasting, regression, and classification

deep-learning deepar forecasting gaussian-processes keras lstm multi-step multivariate nbeats tensorflow time-series transformer

Last synced: 14 Apr 2025

https://github.com/ezgisubasi/turkish-tweets-sentiment-analysis

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

data-visualization deep-learning glove glove-embeddings keras n-grams nlp sentiment-analysis text-preprocessing turkish-language turkish-nlp tweets twitter-sentiment-analysis zemberek zemberek-nlp

Last synced: 10 Feb 2025

https://github.com/etnguyen03/photomanager

Self hosted Google Photos alternative

django google-photos keras python self-hosted tensorflow

Last synced: 07 Apr 2025

https://github.com/indraforyou/keras_tfrecord

Extending Keras to support tfrecord dataset

keras keras-models keras-tensorflow tensorflow tfrecords

Last synced: 08 May 2025

https://github.com/djangopeng/keras-101

Keras ๅฟซ้€Ÿๅ…ฅ้—จไธŽๅฎžๆˆ˜

ai deep-learning keras python tensorflow

Last synced: 12 Apr 2025

https://github.com/cerlymarco/keras-hypetune

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

deep-learning hyperparameter-optimization keras tensorflow tensorflow-keras tf-keras tuning-parameters

Last synced: 13 Apr 2025

https://github.com/sergree/dolbonet

๐Ÿคช ะ ัƒััะบะพัะทั‹ั‡ะฝั‹ะน ั‡ะฐั‚-ะฑะพั‚ ะดะปั Discord ะฝะฐ ะฐั€ั…ะธั‚ะตะบั‚ัƒั€ะต Transformer

bot chatbot deep-learning discord keras python russian tensorflow tensorflow2 transformer

Last synced: 10 Apr 2025

https://github.com/maxmekiska/imbrium

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

deep-learning deep-neural-networks keras tensorflow time-series

Last synced: 09 Apr 2025

https://github.com/dbklim/Voice_ChatBot

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

attention-model bot chatbot flask gensim keras lstm natural-language-processing nlp pocketsphinx restful-api rhvoice russian seq2seq speech-recognition speech-synthesis tensorflow text-processing word2vec

Last synced: 27 Nov 2024

https://github.com/zackakil/deep-tic-tac-toe

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

convolutional-neural-networks keras machine-learning neural-network reinforcement-learning tensorflow-js

Last synced: 13 Apr 2025

https://github.com/dbklim/voice_chatbot

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

attention-model bot chatbot flask gensim keras lstm natural-language-processing nlp pocketsphinx restful-api rhvoice russian seq2seq speech-recognition speech-synthesis tensorflow text-processing word2vec

Last synced: 29 Apr 2025

https://github.com/cleanpegasus/coffeeshop

A python package that sends your deep learning training and validation metrics to your slack channel after every specified epoch

deep-learning keras monitoring-tool pip python python-package slack

Last synced: 30 Apr 2025

https://github.com/dapurv5/keras-neural-tensor-layer

Neural Tensor Network Implementation as a keras layer

deep-learning keras keras-layer machine-learning neural-tensor-network python

Last synced: 28 Apr 2025

https://github.com/mratsim/mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

data-science deep-learning keras machine-learning neural-networks tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/rshrc/gait-recognition

Distance Recognition of a Human Being with Deep CNN's

cnn deep-learning gait image-processing imageio keras neural-network numpy pandas python3 tensorflow

Last synced: 21 Mar 2025

https://github.com/t-kalinowski/deep-learning-with-r-2nd-edition-code

Code from the book "Deep Learning with R, 2nd Edition"

deep-learning keras rstats tensorflow

Last synced: 21 Mar 2025

https://github.com/hasibzunair/3d-image-classification-tutorial

[Official Keras Code Example] Tutorial to train a 3D CNN to predict presence of pneumonia from CT scans.

convolutional-neural-networks deep-learning image-classification keras

Last synced: 25 Apr 2025

https://github.com/lunarwhite/tan-division

Chinese corpus sentiment analysis. ่ฐญๆพๆณข้…’ๅบ—่ฏ„่ฎบไธญๆ–‡ๆ–‡ๆœฌๆƒ…ๆ„Ÿๅˆ†ๆž

deep-learning keras lstm nlp python rnn tensorflow

Last synced: 30 Apr 2025

https://github.com/narsil/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 02 Dec 2024

https://github.com/zfturbo/keras-mask-rcnn-for-open-images-2019-instance-segmentation

Code and pre-trained models for Instance Segmentation track in Open Images Dataset

keras mask-rcnn open-images-dataset pretrained-models

Last synced: 22 Nov 2024

https://github.com/siliconlabs/mltk

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 06 Apr 2025

https://github.com/Narsil/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 29 Nov 2024

https://github.com/rishit-dagli/nystromformer

An implementation of the Nystrรถmformer, using Nystrom method to approximate standard self attention

artificial-intelligence attention-mechanism deep-learning keras machine-learning nystrom nystromformer tensorflow transformer

Last synced: 11 Feb 2025

https://github.com/SiliconLabs/mltk

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 18 Mar 2025

https://github.com/alireza-akhavan/tf2-tutorial

Tensorflow 2 Tutorials (use tensorflow and keras in a better way!)

callbacks datapipeline deep-learning keras tensorflow tensorflow-examples tensorflow-tutorials tf2

Last synced: 02 May 2025

https://github.com/karolzak/conv3d-video-action-recognition

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors

action-recognition c3d conv3d deep-learning keras keras-implementations machine-learning pipe sports-1m tensorflow ucf101 video-classification video-processing video-recognition

Last synced: 08 May 2025

https://github.com/sayakpaul/mlp-mixer-cifar10

Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.

keras mlp non-conv non-self-attention tensorflow vision

Last synced: 30 Apr 2025

https://github.com/1297rohit/vgg16-in-keras

Implementation of VGG16 architecture in Keras

implementation jupyter-notebook keras python tensorflow vgg16

Last synced: 17 Dec 2024

https://github.com/tatevkaren/recurrent-neural-network-pricing-model

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

bitcoin bitcoin-price case-study-paper deep-learning google google-stock-prices keras lstm machine-learning pandas price-prediction recurrent-neural-networks rnn-model scikit-learn stock-price-prediction stock-prices tensorflow

Last synced: 10 Apr 2025

https://github.com/sayakpaul/knowledge-distillation-in-keras

Demonstrates knowledge distillation for image-based models in Keras.

computer-vision keras knowledge-distillation model-optimization tensorflow

Last synced: 30 Apr 2025

https://github.com/invenia/keras.jl

A julia wrapper for https://keras.io

deep-learning julia keras machine-learning neural-networks tensorflow

Last synced: 21 Nov 2024

https://github.com/musket-ml/segmentation_training_pipeline

Research Pipeline for image masking/segmentation in Keras

image-segmentation keras segmentation

Last synced: 13 Apr 2025

https://github.com/neurotechx/neurodoro

:tomato: A dynamic brain-responsive pomodoro timer

android keras muse react-native tensorflow tpot

Last synced: 06 May 2025

https://github.com/omaralbeik/mnist-coreml

Simple convolutional neural network to predict handwritten digits using Keras + CoreML for WWDC '18 scholarship [Accepted]

convolutional-neural-networks coreml jupyter-notebook keras playground swift uikit wwdc

Last synced: 23 Feb 2025

https://github.com/sayakpaul/learnable-image-resizing

TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).

image-recognition keras learnable-resizing tensorflow vision

Last synced: 30 Apr 2025

https://github.com/tuvovan/nhdrrnet

Keras Implementation of the paper Deep HDR Imaging via A Non-Local Network - TIP 2020

keras keras-tensorflow low-light-image-enhancement

Last synced: 15 May 2025

https://github.com/bshao001/TF-Model-Deploy-Tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

freeze-model keras keras-models keras-tensorflow keras-tutorials tensorflow tensorflow-models tensorflow-tutorials

Last synced: 27 Nov 2024

https://github.com/bshao001/tf-model-deploy-tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

freeze-model keras keras-models keras-tensorflow keras-tutorials tensorflow tensorflow-models tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/tcmxx/UnityTensorflowKeras

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

cmaes deep-learning evolution-strategy keras no-python reinforcement-learning tensorflow unity

Last synced: 08 May 2025

https://github.com/yashkant/padam-tensorflow

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

adam-optimizer amsgrad keras optimization padam sgd-momentum tensorflow tensorflow-eager wide-residual-networks

Last synced: 23 Apr 2025

https://github.com/lsjsj92/keras_basic

keras๋ฅผ ์ด์šฉํ•œ ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ์ดˆ ํ•™์Šต

cnn deep-learning deeplearning example keras lstm machine-learning python

Last synced: 14 Feb 2025

https://github.com/AmazaspShumik/mtlearn

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

cross-stitch experts kdd2018 keras mixture-of-experts multi-task-learning multitask-learning papers-reproduced papers-with-code recsys2019 tensorflow2

Last synced: 04 May 2025

https://github.com/voletiv/syncnet-in-keras

Keras version of Syncnet, by Joon Son Chung and Andrew Zisserman.

deep-learning keras lip-sync

Last synced: 23 Mar 2025

https://github.com/yashkant/Padam-Tensorflow

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

adam-optimizer amsgrad keras optimization padam sgd-momentum tensorflow tensorflow-eager wide-residual-networks

Last synced: 22 Nov 2024

https://github.com/bhavik-jikadara/ai-ml-roadmap

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools

Last synced: 30 Apr 2025

https://github.com/codingbeard/tfkg

Create, train, and save Tensorflow Keras models all in Golang

deep-learning go golang gpu-acceleration keras machine-learning tensorflow tf

Last synced: 09 Feb 2025