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/stevewyl/nlp_toolkit

Basic NLP Toolkits include text classification, sequence labeling etc.

keras nlp sequence-labeling text-classification

Last synced: 28 Apr 2025

https://github.com/rajathkmp/dcgan

Implementation of Deep Convolutional Generative Adversarial Networks on MNIST database in Keras

keras machine-learning neural-network

Last synced: 28 Apr 2025

https://github.com/prudhvignv/facial-emotion-recognition-using-cnn

A deep learning and image processing project used to predict the emotions of a person in image.

cnn dataset deep deeplearning facial-emotions google-colabs keras neural-network notebook

Last synced: 25 Jun 2025

https://github.com/sayakpaul/keras-xla-benchmarks

Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

benchmarks cnns keras keras-cv tensorflow tensorflow-hub transformers xla

Last synced: 22 Jun 2025

https://github.com/adamspannbauer/ssbm_fox_detector

Keras object detector to detect Fox in Super Smash Bros Melee for the Nintendo Gamecube

cnn cv frcnn keras object-detection python

Last synced: 21 Mar 2025

https://github.com/huji-deep/flowket

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

autoregressive keras pixelcnn python3 tensorflow variational-monte-carlo

Last synced: 13 Apr 2025

https://github.com/tirthajyoti/tensorflow_basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/blackbird71sr/rgbd-object-detection

3D Object Detection (iHack IIT Bombay) - Deep Learning based real-Time solution using YOLO and Fast RCNN

deep-learning depth-images detection keras object-detection python rcnn rgbd yolov3

Last synced: 29 Apr 2025

https://github.com/epishova/neural-networks-for-time-series-analysis

Compare how ANNs, RNNs, LSTMs, and LSTMs with attention perform on time-series analysis

attention-mechanism keras lstm neural-network rnn time-series

Last synced: 25 Jun 2025

https://github.com/james77777778/keras-image-models

A library that includes Keras3 layers, blocks and models with pretrained weights, providing support for transfer learning, feature extraction, and more.

deep-learning imagenet jax keras keras3 model-zoo pretrained-models tensorflow timm torch

Last synced: 06 May 2025

https://github.com/sayakpaul/spatial-transformer-networks-with-keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

affine-transformation cnn keras mnist spatial-transformer-network tensorflow vision

Last synced: 30 Apr 2025

https://github.com/sayakpaul/Spatial-Transformer-Networks-with-Keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

affine-transformation cnn keras mnist spatial-transformer-network tensorflow vision

Last synced: 27 Mar 2025

https://github.com/360er0/combo

COMBO is jointly trained tagger, lemmatizer and dependency parser.

dependency-parser keras lemmatizer tagger universal-dependencies

Last synced: 20 Nov 2024

https://github.com/bloodaxe/segmentation-networks-benchmark

Evaluation framework for testing segmentation networks in Keras

benchmark keras segmentation unet

Last synced: 13 Apr 2025

https://github.com/aome510/mask-classifier

Detecting/classifying masked faces in real-time

deep-learning keras machine-learing python

Last synced: 14 Apr 2025

https://github.com/tuvovan/rfdnet-imagesuperresolution

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

computational-imaging computer-vision convolutional-neural-networks deep-learning image-enhancement image-super-resolution keras tensorflow tensorflow2

Last synced: 15 May 2025

https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

deep-learning deeplearning keras keras-implementations nlp text-generation vae variational-autoencoder

Last synced: 26 Apr 2025

https://github.com/chen0040/keras-recommender

Recommender built using keras

collaborative-filtering keras recommender

Last synced: 16 Dec 2024

https://github.com/dymaxionlabs/ap-latam

Detection of slums and informal settlements from satellite imagery

keras machine-learning remote-sensing tensorflow

Last synced: 08 May 2025

https://github.com/sayakpaul/dual-deployments-on-vertex-ai

Project demonstrating dual model deployment scenarios using Vertex AI (GCP).

automl gcp keras kubeflow mlops tensorflow tfx vertex-ai

Last synced: 30 Apr 2025

https://github.com/ariefrahmansyah/face-mask-detection

Real-time Face Mask Detection using TensorFlow and Keras.

deep-learning face-mask-detection keras opencv tensorflow tensorflowjs

Last synced: 14 Apr 2025

https://github.com/cavaunpeu/flight-delays

Transfer learning for flight-delay prediction via variational autoencoders in Keras

keras transfer-learning variational-autoencoders

Last synced: 23 Mar 2025

https://github.com/vishal-v/stackgan

TensorFlow implementation of "Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" by Han Zhang, et al.

conditioning-augmentation cub-200 gans generative-adversarial-network keras stack-gan tensorflow-2

Last synced: 30 Apr 2025

https://github.com/hendriks73/directional_cnns

Source code repository for the SMC paper "Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters".

classification cnn keras key ml music tempo

Last synced: 30 Apr 2025

https://github.com/thisisiron/spectral_normalization-tf2

🌈 Spectral Normalization implemented as Tensorflow 2

gan keras spectral-normalization tensorflow tensorflow2 tf2

Last synced: 14 Apr 2025

https://github.com/ayulockin/dataaugmentationtf

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

augmix computer-vision cutmix cutout data-augmentation deeplearning keras mixup tensorflow2

Last synced: 30 Apr 2025

https://github.com/brikerman/classic_chinese_punctuate

classic Chinese punctuate experiment with keras using daizhige(殆知阁古代文献藏书) dataset

chinese-nlp keras sequence-labeling

Last synced: 09 Apr 2025

https://github.com/yusugomori/barbar

Progress bar for deep learning training iterations💈

deep-learning keras pytorch

Last synced: 10 Apr 2025

https://github.com/maechler/nnilm

A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.

keras neural-network nilm nilm-algorithms nilmtk non-intrusive-load-monitoring

Last synced: 07 Apr 2025

https://github.com/rohanchopra/cifar10

Predict CIFAR-10 labels with 88% accuracy using keras.

cifar-10 cifar10 jupyter-notebook keras tensorflow

Last synced: 29 Apr 2025

https://github.com/arig23498/tokenlearner

TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

keras tensorflow2 token-learner vision-transformer

Last synced: 12 May 2025

https://github.com/davidlandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 14 Apr 2025

https://github.com/andreasmazur/geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

benchmarking convolutional-neural-networks deep-learning deep-neural-networks geodesic-algorithm geometric-deep-learning geometry-processing keras machine-learning neural-network neural-networks tensorflow visualization

Last synced: 10 Apr 2025

https://github.com/teticio/deej-ai.online-app

ReactJS website to automatically generate playlists based on how the music sounds.

fastapi helm-chart keras kubernetes playlist-generator react react-native spotify

Last synced: 30 Apr 2025

https://github.com/jsflo/emotionrectraining

Python script using Keras + TensorFlow to train a custom machine learning model to recognize faces using a dataset with human faces and labeled with emotions.

keras tensorflow tensorflow-examples tensorflow-serving

Last synced: 09 Feb 2025

https://github.com/accenture/air

A deep learning object detector framework written in Python for supporting Land Search and Rescue Missions.

air-detector computer-vision deep-learning keras mob-algorithm object-detection retinanet sar-apd tensorflow

Last synced: 01 May 2025

https://github.com/kaushiksk/rbm_dbn

Experimenting with RBMs using scikit-learn on MNIST and simulating a DBN using Keras.

dbn deep-belief-network keras machine-learning neural-networks rbm rbm-dbn

Last synced: 14 Apr 2025

https://github.com/airaria/gan_hanzi

Generating (fake) Chinese characters using GAN

deep-learning gan keras tensorflow

Last synced: 28 Apr 2025

https://github.com/tanyachutani/ssd-tensorflow2.0

A Tensorflow2.0 implementation of Single Shot Detector

keras object-detection ssd tensorflow tf2

Last synced: 29 Apr 2025

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 20 Apr 2025

https://github.com/jeremyfix/deeplearning-lectures

Deep learning lecture materials

deep keras learning pytorch tensorflow tutorials

Last synced: 16 Apr 2025

https://github.com/moment-of-peace/EventForecast

Time series prediction and text analysis using Keras LSTM, plus clustering, association rules mining

association-rules clustering keras lstm text-analysis time-series

Last synced: 11 May 2025

https://github.com/omaraflak/keras-android-xor

How to run a Keras model on Android using Tensorflow API.

android keras tensorflow tensorflow-inference-interface tensorflow-lite xor

Last synced: 12 Apr 2025

https://github.com/hourout/gan-keras

tensorflow2.x implementations of Generative Adversarial Networks.

deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan

Last synced: 04 Apr 2025

https://github.com/curiousily/deploy-keras-deep-learning-model-with-flask

Build Deep Neural Network model in Keras and deploy a REST API to production with Flask on Google App Engine

airbnb deep-learning google-appengine jupyter-notebook keras machine-learning neural-network price-prediction python regression rest-api scikit-learn tensorflow

Last synced: 26 Apr 2025

https://github.com/ayyucedemirbas/kerasfuse

KerasFuse is a Python library that combines the power of TensorFlow and Keras with various computer vision techniques for medical image analysis tasks. It provides a collection of modules and functions to facilitate the development of deep learning models in TensorFlow Keras for tasks such as image segmentation, classification, and more.

computer-vision deep-learning keras medical-image-processing tensorflow

Last synced: 16 Feb 2025

https://github.com/Hourout/GAN-keras

tensorflow2.x implementations of Generative Adversarial Networks.

deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan

Last synced: 04 May 2025

https://github.com/yueyericardo/pkbar

Keras style progressbar for Pytorch (PK Bar)

keras progress-bar pytorch

Last synced: 11 Apr 2025

https://github.com/lilessam/cameraobjectsdetection

Real-time camera objects detection application written in Python & applying Mask R-CNN algorithm.

instance-segmentation keras object-detection rcnn tensorflow

Last synced: 14 May 2025

https://github.com/marxmit7/memojify

deep learning method to turn facial expression into animated emoji

cnn deep-learning dlib emoji face keras python3 tensorflow

Last synced: 18 Jun 2025

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 06 May 2025

https://github.com/dref360/keras-transform

Library for data augmentation

data-augmentation deep-learning keras

Last synced: 16 Feb 2025

https://github.com/zhaipro/unet

美发目标分割 + 染发展示

hair keras recolor unet

Last synced: 28 Apr 2025

https://github.com/theankurgoswami/human-violence-detection

A human violence detection & classification system using recurrent neural networks(RNN).

deep-learning keras reccurent-neural-network rnn violence-detection yolov3

Last synced: 30 Apr 2025

https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 14 Apr 2025

https://github.com/qubvel/keras_telegram_callback

Telegram-bot callback for your Keras model

callback keras telegram

Last synced: 30 Apr 2025

https://github.com/bhattbhavesh91/freecodecamp-tflite

Introductory tutorial on converting a TensorFlow model to TFLite model

freecodecamp freecodecamp-project keras tensorflow tensorflow2 tflite tflite-conversion tflite-models

Last synced: 17 Apr 2025

https://github.com/neka-nat/image_completion_tf2

"Globally and Locally Consistent Image Completion" with Tensorflow2 Keras

deep-learning gan image-completion keras tensorflow tensorflow2

Last synced: 22 Mar 2025

https://github.com/nengo/keras-spiking

Spiking neuron integration for Keras

deep-learning keras python spiking-neural-networks tensorflow

Last synced: 12 Apr 2025

https://github.com/adzialocha/tomomibot

Artificial intelligence bot for live voice improvisation

keras librosa machine-learning music

Last synced: 05 Apr 2025

https://github.com/vaibhavs10/10_days_of_deep_learning

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

classification gensim keras nlp python tensorflow tfidf-matrix

Last synced: 12 May 2025

https://github.com/abhijit-2592/keras_object_detection

Convert any classification model or architecture trained in keras to an object detection model

api detection faster-rcnn frcnn gpu keras object-detection tensorflow

Last synced: 25 Jan 2025

https://github.com/minyus/optkeras

OptKeras: wrapper around Keras and Optuna for hyperparameter optimization

deep deep-learning hyperparameter-optimization hyperparameters keras neural-network optuna

Last synced: 21 Jan 2025

https://github.com/hoangthang1607/nfnets-Tensorflow-2

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

deepmind image-classification keras nfnets pretrained-weights sgd-adc tensorflow2 weight-standardization

Last synced: 04 Apr 2025

https://github.com/mukeshmithrakumar/retinanet

Keras implementation of RetinaNet for object detection and visual relationship identification

google-ai-challange keras objectdetection resnet retinanet visualrelationshipdetection

Last synced: 15 Apr 2025

https://github.com/deep-diver/segformer-tf-transformers

This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.

huggingface keras segformer semantic-segmentation tensorflow transformers

Last synced: 05 May 2025

https://github.com/datacanvasio/hyperkeras

An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras

autodl automl cnn deep-learning dnn enas keras nasnet neural-architecture-search tensorflow

Last synced: 14 Apr 2025

https://github.com/blueloveth/keras4torch

A compatible-with-keras wrapper for training PyTorch models✨

deeplearning keras pytorch

Last synced: 14 Apr 2025

https://github.com/valentinvignal/midigenerator

Generate midi file with deep neural network :notes:

deep-neural-network keras midi music21 pygame tensorflow

Last synced: 16 May 2025

https://github.com/songyouwei/fiction_generator

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

deep-learning keras lstm nlp seq2seq tensorflow text-generation

Last synced: 29 Apr 2025

https://github.com/yu4u/conv-benchmark

Evaluating efficiency of several types of convolutions

convolutional-neural-networks keras pytorch

Last synced: 25 Mar 2025

https://github.com/soumik12345/pix2pix

Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0

activation-functions cityscapes conditional-gan gan google-maps image-translation keras mish pix2pix tensorflow tensorflow-pix2pix

Last synced: 12 May 2025

https://github.com/devbruce/cutmiximagedatagenerator_for_keras

Keras implementation of CutMix regularizer

augmentation cutmix generator keras regularizer

Last synced: 14 May 2025

https://github.com/alyosama/virnet

VirNet: A deep attention model for viral reads identification

bioinformatics deep-learning keras lstm metagenomics python

Last synced: 23 Mar 2025

https://github.com/farshidnooshi/tensorflow-notebooks

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

cnn-keras deep-learning keras lstm machine-learning neural-network nlp-machine-learning rnn rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 09 Feb 2025