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/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

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/Cyril9227/Keras_AttentiveNormalization

Unofficial Keras implementation of the paper Attentive Normalization.

attention-mechanism batch-normalization deep-learning keras keras-tensorflow

Last synced: 11 May 2025

https://github.com/astrazeneca-cgr-publications/mantis-ml-release

mantis-ml: Stochastic semi-supervised learning to prioritise genes from high throughput genomic screens

auto-ml genomics keras machine-learning scikit-learn tensorflow

Last synced: 05 May 2025

https://github.com/sayakpaul/training-batchnorm-and-only-batchnorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

batch-normalization deep-learning keras tensorflow2

Last synced: 05 May 2025

https://github.com/yavuzkomecoglu/ai-image-recognition-web

Derin Öğrenme Kütüphanesi Keras ile Python Flask Web Framework Üzerinde Nesne Tanıma Uygulaması - https://vision-image-classify.herokuapp.com/

deep-learning derin-ogrenme flask heroku image-recognition keras python tensorflow

Last synced: 12 Apr 2025

https://github.com/mobeets/classifying-vae-lstm

music generation with a classifying variational autoencoder (VAE) and LSTM

keras lstm music-generation neural-network vae variational-autoencoder

Last synced: 13 Feb 2025

https://github.com/zimmerrol/attention-is-all-you-need-keras

Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"

attention-is-all-you-need keras neural-network nlp seq2seq transformer

Last synced: 30 Apr 2025

https://github.com/deeplearningturkiye/veri-artirma-data-augmentation

Bu repoda veri artırma (data augmentation) ile ilgili pratik uygulamalara ulaşabilirsiniz.

data-augmentation keras tensorflow

Last synced: 30 Apr 2025

https://github.com/sayakpaul/a-barebones-image-retrieval-system

This project presents a simple framework to retrieve images similar to a query image.

computer-vision deep-learning keras representation-learning tensorflow2

Last synced: 01 May 2025

https://github.com/miki998/3d_convolution_neural_net_mnet

Keras Implementation of 3d Convolutional Neural Network

3dcnn cnn-classification cnn-keras keras keras-neural-networks

Last synced: 15 Apr 2025

https://github.com/cytadela8/trypophobia

Trypophobia images detector based on deep neural networks and utilities

deep-learning firefox-webextension javascript keras keras-js neural-network python scraping trypophobia-detector

Last synced: 15 May 2025

https://github.com/fluency03/sequence-rnn-py

Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras

keras lstm python recurrent-neural-networks rnn theano

Last synced: 22 Nov 2024

https://github.com/sayakpaul/deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

autoscaling docker huggingface keras kubernetes kubernetes-engine locust onnx serverless tensorflow tfserving transformers vertex-ai vision-transformers

Last synced: 30 Apr 2025

https://github.com/ahmetfurkandemir/supermariobrosrl

Super Mario Bros training with Ray RLlib DQN algorithm

dqn-tensorflow keras ray reinforcement-learning rl rllib tensorflow

Last synced: 15 Apr 2025

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 08 May 2025

https://github.com/senior-sigan/kawaiisearch

An application to find similar pictures based on the VGG16 and kNN

fashion image-classification keras knn machine-learning picture similarity-search vgg16

Last synced: 19 Apr 2025

https://github.com/mattdangerw/keras-text-generation

RNN text generation using Keras for word and character level models.

deep-learning keras machine-learning python recurrent-neural-networks text-generation

Last synced: 30 Apr 2025

https://github.com/ashishpatel26/meta-learning-

Meta learning is a subfield of machine learning where automatic learning algorithms are applied on metadata about machine learning experiments.

andrew-ng appliedaicourse chainer cnn coursera deeplearning dl ensemble ensemble-learning keras machine-learning metalearning ml pytorch tensorflow

Last synced: 14 May 2025

https://github.com/fabprezja/keras-gpt-copilot

Integrate an LLM copilot within your Keras model development workflow

deep-learning deep-neural-networks gpt keras llms openai skynet

Last synced: 13 Apr 2025

https://github.com/luozhouyang/keras-crf

A more elegant and convenient CRF built on tensorflow-addons.

crf keras tensorflow-addons tensorflow2

Last synced: 25 Apr 2025

https://github.com/dymaxionlabs/unetseg

U-Net semantic segmentation for satellite imagery

keras remote-sensing satellite-imagery segmentation unet

Last synced: 30 Apr 2025

https://github.com/HendrickZhou/shazam-air

music recognition and classifier project just like shazam but lighter and simpler

dsp keras music-recognition python

Last synced: 30 Apr 2025

https://github.com/fredriko/bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

bert bert-model how-to keras nlp pytorch-transformers spacy spacy-models spacy-nlp spacy-package spacy-pytorch-transformers tensorflow

Last synced: 27 Nov 2024

https://github.com/notedance/optimizers

This project implements optimizers for TensorFlow and Keras, which can be used in the same way as Keras optimizers. Machine learning, Deep learning

deep-learning deep-reinforcement-learning deeplearning keras machine-learning machinelearning optimizer optimizer-algorithms reinforcement-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 10 Apr 2025

https://github.com/cpury/lstm-math

Neural network that solves math equations on the character level

deep-learning keras lstm machine-learning python seq2seq tensorflow

Last synced: 30 Apr 2025

https://github.com/sorenlind/keras-knn

Code for the blog post Nearest Neighbors with Keras and CoreML

coreml cosine-similarity keras knn notebook

Last synced: 02 May 2025

https://github.com/titu1994/keras-neural-alu

A Keras implementation of Neural Arithmatic and Logical Unit

keras neural-accumulator neural-alu tensorflow

Last synced: 11 Apr 2025

https://github.com/zenithclown/ai-ml-project-template

A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.

deep-learning jupyter-notebook keras ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template tensorflow

Last synced: 16 Mar 2025

https://github.com/IBM/MAX-Inception-ResNet-v2

Identify objects in images using a third-generation deep residual network.

docker-image imagenet-classifier keras machine-learning machine-learning-models

Last synced: 13 May 2025

https://github.com/zhangxjohn/reversible-instance-normalization

Implementation of RevIN is based on TF2.Keras and PyTorch.

instance-normalization keras pytorch revin tensorflow

Last synced: 11 Apr 2025

https://github.com/amogh7joshi/engagement-detection

Engagement Detection, including facial detection and emotion recognition, using CNNs/LSTMs.

cnn computer-vision emotion-recognition engagement-prediction facial-detection fer2013 keras lstm neural-networks tensorflow

Last synced: 28 Apr 2025

https://github.com/chen0040/keras-sentiment-analysis-web-api

Web api built on flask for keras-based sentiment analysis using Word Embedding, RNN and CNN

flask keras ml-web sentiment-analysis

Last synced: 16 Dec 2024

https://github.com/longmaoteamtf/keras_ernie

Pre-trained ERNIE models could be loaded with Keras for feature extraction and prediction.

ernie keras machine-learning

Last synced: 23 Apr 2025

https://github.com/younes-charfaoui/ml-projects

Machine Learning Projects 🙍‍♂️, code and data sets for different kind of problems 🔥.

deep-learning kaggle-competition keras machine-learning matplotlib reinforcement-learning sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 14 Jun 2025

https://github.com/autonomio/autonomio

Core functionality for the Autonomio augmented intelligence workbench.

artificial-intelligence datascience deep-learning hyperscan keras lstm machine-learning mlp neural-network spacy tensorflow wrangling

Last synced: 07 Apr 2025

https://github.com/tlkh/pycon-sg19-tensorflow-tutorial

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

deep-learning keras mixed-precision nvidia tensorflow

Last synced: 13 Apr 2025

https://github.com/nikhilroxtomar/unet-for-person-segmentation

U-Net for person segmentation in TensorFlow using Keras API.

keras tensorflow unet-image-segmentation unet-keras unet-segmentation

Last synced: 14 Apr 2025

https://github.com/kieranlitschel/predictingclosingpricetomorrow

Predict the change in closing price from one trading day to the next into one of four bands for any stock using technical indicators and financial ratios as features.

fintech keras knn machine-learning mysql neural-network python3 random-forest stock-prediction tensorflow

Last synced: 21 Mar 2025

https://github.com/en10/kerasmnist

Keras MNIST for Handwriting Detection

keras keras-tensorflow mnist mnist-classification

Last synced: 05 Dec 2024

https://github.com/realvnf/deepcoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

coordination ddpg deep-reinforcement-learning keras multi-objective networking optimization python research self-learning service-coordination tensorflow

Last synced: 11 Feb 2025

https://github.com/florianwoelki/lungcure

This is a WebApp, which detects lung diseases with integrated stripe payment processing.

deep-learning jupyter-notebook keras lung-cancer lung-cancer-detection lungcure machine-learning python stripe tensorflow webapp

Last synced: 12 Apr 2025

https://github.com/qeeqbox/image-analyzer

Interface for Image-Related Deep Learning Models (E.g. NSFW, MAYBE and SFW)

deep-learning image-analyzer interface keras nsfw nsfw-recognition python3 server transfer-learning

Last synced: 10 Apr 2025

https://github.com/tanyachutani/face-mask-detection-tf2.x

An approach to detecting face masks in crowded places built using RetinaNet Face for face mask detection and Xception network for classification.

crowded-scenes face-mask-detection face-mask-detector keras retinanet retinanet-face tensorflow xception

Last synced: 29 Apr 2025

https://github.com/khuangaf/kaggle-avito-nn

The 18th Place Solution to Avito Demand Prediction Challenge

deep-learning kaggle keras neural-network

Last synced: 30 Apr 2025

https://github.com/titu1994/keras-mobile-colorizer

U-Net Model conditioned with MobileNet features for Grayscale -> Color mapping

colorization keras mobilenet tensorflow

Last synced: 11 Apr 2025

https://github.com/bat67/tibetanmnist

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集(TibetanMNIST)的图像分类处理与各种好玩的脑洞~

dataset deep-learning keras machine-learning mnist mnist-classification mnist-handwriting-recognition nerual-network python pytorch tensorflow tibetan-mnist tibetanmnist

Last synced: 26 Jun 2025

https://github.com/dunky11/adversarial-frontier-stitching

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

adversarial-examples keras neural-network tensorflow tensorflow2 watermarking

Last synced: 10 Apr 2025

https://github.com/nikhilcodes/fake-twitter-account-detection-keras

Using Deep Neural Network to create a predictive model for Fake Account Detection.

accuracy classification deep-learning deep-neural-network deeplearning keras prediction tensorflow

Last synced: 05 May 2025

https://github.com/vocalpy/hybrid-vocal-classifier

a Python machine learning library for animal vocalizations and bioacoustics

birdsong keras machine-learning python scikit-learn tensorflow

Last synced: 10 Apr 2025

https://github.com/dalmia/brain-tumor-segmentation-keras

Keras implementation of the multi-channel cascaded architecture introduced in the paper "Brain Tumor Segmentation with Deep Neural Networks"

convolutional-neural-networks deep-learning keras medical-imaging python

Last synced: 10 Apr 2025

https://github.com/larq/zookeeper

A small library for managing deep learning models, hyperparameters and datasets

command-line-interface deep-learning hyperparameter keras machine-learning python tensorflow tensorflow-datasets

Last synced: 25 Jun 2025

https://github.com/ashishpatel26/nyse-stock_market-analysis-using-lstm

Stock market data can be interesting to analyze and as a further incentive, strong predictive models can have large financial payoff. The amount of financial data on the web is seemingly endless. A large and well structured dataset on a wide array of companies can be hard to come by. Here I provide a dataset with historical stock prices (last 5 years) for all companies currently found on the S&P 500 index.

keras newyork-stock nyse stock-forcast stock-market-data stock-market-prediction stock-price-prediction tensorflow-gpu using-lstm

Last synced: 14 May 2025

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 13 Apr 2025

https://github.com/sayannath/mirnet-flutter

MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

android android-app app flutter ios keras mirnet mirnet-flutter mirnet-model mobile stars tensorflow2 tfhub tflite

Last synced: 12 May 2025

https://github.com/bkataru/fake-currency-identification

Uses retrained MobileNetV2 classification models to determine whether an Indian currency note is fake or real (based on watermark and fluorescent strip)

cnn-keras convolutional-neural-networks currency-detection currency-images deep-learning fake-currency keras mobilenet mobilenetv2 opencv tensorflow vgg16 vgg16-model

Last synced: 05 Apr 2025

https://github.com/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 23 Mar 2025

https://github.com/adhaamehab/arabicnlp

Python package for Arabic natural language processing

arabic arabic-nlp keras ml nlp part-of-speech-tagger postagging sequence-modeling

Last synced: 11 Feb 2025

https://github.com/vi3k6i5/learning_ml

I am teaching a Learning ML workshop for some folks @ Belong.co. Creating this repo to organise the course material.

keras keras-tutorials machine-learning machine-learning-tutorials tensorflow tensorflow-tutorials

Last synced: 30 Dec 2024

https://github.com/micah5/totally_humans

rnn trained on r/totallynotrobots 🤖

keras lstm rnn

Last synced: 08 Apr 2025

https://github.com/rodrigobressan/keras-multi-output-model-utk-face

Exploring Keras functional API to build a multi-output model to predict race, gender and sex on UTK Face dataset.

deep-learning keras machine-learning multi-output-networks utkface

Last synced: 07 Apr 2025

https://github.com/brainglobe/cellfinder-napari

Efficient cell detection in large images using cellfinder in napari

cell-detection cellfinder keras napari napari-plugin object-detection resnet tensorflow

Last synced: 21 Jan 2025

https://github.com/IBM/MAX-Breast-Cancer-Mitosis-Detector

Detect whether a mitosis exists in an image of breast cancer tumor cells

docker-image keras machine-learning machine-learning-models

Last synced: 13 May 2025

https://github.com/rashadgarayev/firedetection

FireDetection is an artificial intelligence project for real-time fire detection and custom images.

faster-rcnn fire firedetection keras smoke tensorflow

Last synced: 12 Apr 2025

https://github.com/rstudio/tfdeploy

tfdeploy: Deploy Tensorflow Models from R

deployment keras r rest tensorflow

Last synced: 25 Apr 2025

https://github.com/sayakpaul/ml-bootcamp-india-2022

Contains materials from the facilitation sessions conducted for the ML Bootcamp India (2022) organized by Google DevRel team.

keras ml-bootcamp-india tensorflow

Last synced: 05 May 2025

https://github.com/durner/storn-keras

This is a STORN (Stochastical Recurrent Neural Network) implementation for keras!

deep-learning deep-neural-networks keras machine-learning recurrent-neural-networks stochastic tensorflow theano

Last synced: 13 Apr 2025

https://github.com/titu1994/residual-of-residual-networks

Residual Network of Residual Networks in Keras

deep-learning keras residual-networks resnet ror

Last synced: 11 Apr 2025

https://github.com/araobp/image-features

Image features for edge AI

image-classification keras ov7670 x-cube-ai

Last synced: 22 Apr 2025

https://github.com/SantoshPattar/ConvNet-OOP

ConvNet Implementation: An Object Oriented Approach using Keras API.

cnn convolution-neural-networks deep-learning keras keras-tutorials oop templates

Last synced: 27 Nov 2024

https://github.com/zhengpeng7/w-net-keras

An unofficial implementation of W-Net for crowd counting.

crowd-counting keras u-net w-net

Last synced: 15 Jun 2025

https://github.com/ekzhang/vae-cnn-mnist

Conditional variational autoencoder applied to EMNIST + an interactive demo to explore the latent space.

keras mnist variational-autoencoder

Last synced: 09 Apr 2025

https://github.com/anastassia-b/neural-algorithm-artistic-style

🎨 Convolutional neural network implementation to generate content-and-style transferred images.

art convolutional-neural-networks deep-learning keras

Last synced: 23 Apr 2025

https://github.com/guillaume-chevalier/predict-if-salary-is-over-50k-with-keras

Predict whether income exceeds $50K/yr based on census data of the "Adult Dataset". Also known as "Census Income" dataset.

keras machine-learning neural-network

Last synced: 05 May 2025