Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Keras
![](https://explore-feed.github.com/topics/keras/keras.png)
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.
- GitHub: https://github.com/topics/keras
- Wikipedia: https://en.wikipedia.org/wiki/Keras
- Repo: https://github.com/keras-team
- Created by: Franรงois Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2025-02-07 00:16:33 UTC
- JSON Representation
https://github.com/nature1995/ai-toxic-content-classification-in-django
A Quora question toxic content Classification model with Django applicaiton
django keras pytorch quora quora-questions toxic-comment-classification
Last synced: 30 Jan 2025
https://github.com/foxpace/signalscreen
Set of functions for visual interpretation of 1D neural networks compatible with Tensorflow 2.0
1d interpretation keras signal signal-processing tensorflow2 tf2 visualisation
Last synced: 26 Dec 2024
https://github.com/nature1995/dogs-vs-cats
Kaggle competition for dogs-vs-cats
Last synced: 30 Jan 2025
https://github.com/mpolinowski/tf-keras-2023
Keras for Tensorflow 2023
ann cnn-classification keras rnn-lstm tensorflow2
Last synced: 28 Jan 2025
https://github.com/ayulockin/humain_faceless
Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.
deeplearning face-detection image-processing keras mtcnn-face-detection multiclass-classification multilabel-classification opencv tensorflow
Last synced: 09 Jan 2025
https://github.com/shhiivvaam/traffic_prediction
This project explores the application of advanced neural network architectures, including Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU), to forecast traffic volume. ๐๐โ
conv1d conv2d keras lstm matplotlib numpy pandas seaborn sklearn statsmodels tensorflow
Last synced: 31 Jan 2025
https://github.com/yehiashaarawy/image-classification-of-rock-paper-scissors-using-convolutional-neural-network
CNN model to classify hand gesture images of rock, paper, and scissors with the help of Tensorflow and Keras packages.
cnn-classification keras python rock-paper-scissors tensorflow
Last synced: 16 Dec 2024
https://github.com/nancyhamdan/demil-degree-prediction
Predicting the Demilitarization Degree Required for Military Items
deep-learning exploratory-data-analysis keras multiclass-classification
Last synced: 26 Dec 2024
https://github.com/zrthxn/yemal
Models, templates and scripts
basic-python jupyter keras lstm machine-learning ml-tutorial recurrent-neural-networks tensorflow
Last synced: 16 Dec 2024
https://github.com/victor-m16/python-traffic-signs-recognition-system
This project is a Traffic Sign Classification System built using Python, TensorFlow/Keras, and Tkinter. It allows users to upload an image of a traffic sign, and the system will classify the sign using a pre-trained deep learning model.
Last synced: 16 Dec 2024
https://github.com/philtasticguy/gan-emojis
Python/Tensorflow code for training/inference of an AI model (GAN) capable of generating emojis.
artificial-intelligence emoji gan keras machine-learning python tensorflow
Last synced: 16 Dec 2024
https://github.com/vachanvy/attention-is-all-you-need
A beginner's guide to Transformers and Language Models in Tensorflow/Keras
attention-is-all-you-need attention-mechanism keras language-model neural-network python transformer transformers
Last synced: 26 Dec 2024
https://github.com/lovesaroha/sign-mnist-classification-training
Training a keras model to recognize real images of sign language (hand) in order to classify an incoming image.
keras machine-learning mnist-dataset python
Last synced: 12 Jan 2025
https://github.com/greeshraj/crop-disease-classification
Crop Disease Classification backend https://crop-disease-classification.onrender.com frontend hosted at https://cropdiseaseclassification.netlify.app/
cnn-classification convolutional-neural-networks deep-learning keras python3 tensorflow
Last synced: 25 Jan 2025
https://github.com/andydevs/tensorflow-demo-1
Demonstrating creating a training application using tensorflow
Last synced: 02 Jan 2025
https://github.com/sudarshanc00/potato-disease-classification
This machine learning project classifies potato leaf images into three categories: Early Blight, Late Blight, and Healthy. Using a CNN model, it accurately detects potato diseases based on leaf images. The project includes a FastAPI-powered web interface for image uploads and real-time classification results.
css fastapi html keras matplotlib python tensorflow
Last synced: 16 Dec 2024
https://github.com/dsrichard97/finmodeling
captured live financial data and fine tuning price prediction
keras keras-tensorflow price price-prediction tensorflow
Last synced: 26 Dec 2024
https://github.com/brtkwr/sushisandwichclassifier
Is it sushi or sandwich?
convolutional-neural-networks jupyter-notebook keras transfer-learning
Last synced: 22 Dec 2024
https://github.com/rociobenitez/deeplearning-airbnb-price-prediction
Deep Learning project for Airbnb price prediction, featuring data preprocessing and neural network models in Google Colab.
airbnb-data airbnb-pricing-prediction convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks keras keras-neural-networks keras-tensorflow
Last synced: 23 Jan 2025
https://github.com/jrzaurin/rnn_character_tagging
Tagging text at character level with RNNs using Keras and Pytorch
keras machine-learning nlp pytorch rnn text-tagging
Last synced: 31 Jan 2025
https://github.com/r-papso/face-recognizer
Face recognition demo application
deep-learning face-recognition keras python tensorflow
Last synced: 26 Dec 2024
https://github.com/namratha2301/dogcat
Web Application that Identifies Animal from their Sound. Right now restricted to binary classification between cat and dog sounds.
ann azure bashscript cnn flake8 flask keras librosa python-3-9 tailwindcss tensorflow voice-processing
Last synced: 28 Jan 2025
https://github.com/alex-lechner/carnd-behavioralcloning-p3
Driving a car around a track in Udacity's car simulator only with image data and neural networks. Project 3 of Udacity's Self-Driving Car Engineer Nanodegree Program.
autonomous-vehicles behavioral-cloning convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks self-driving-car udacity-self-driving-car
Last synced: 22 Jan 2025
https://github.com/piorosen/implement-mnist
Keras H5 to deploy on "Pure C++"
cpp docker h5 keras mnist tensorflow
Last synced: 22 Jan 2025
https://github.com/grantgasser/task3
Multiclass Classification
keras multiclass-classification numpy pandas tensorflow
Last synced: 16 Dec 2024
https://github.com/rahul1582/text-generation-using-lstms
Generating Text using Bidirectional LSTMs
bidirectional-lstm keras tensorflow textgeneration
Last synced: 06 Feb 2025
https://github.com/j03-dev/tarzan
Python package for optical character recognition, CNN
cnn keras ocr opencv tensorflow
Last synced: 22 Jan 2025
https://github.com/engichang1467/catdognn-api
Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.
api flask keras neural-network tensorflow
Last synced: 17 Jan 2025
https://github.com/a-yush/keras-databases
Implemented various deep learning problems of supervised learning using keras with tensorflow as backend .
computer-vision deep-neural-networks keras keras-implementations python3 supervised-machine-learning
Last synced: 26 Dec 2024
https://github.com/yashk2000/computadoras-pueden-ver
Computer vision stuff
cnn computer-vision keras machine-learning opencv-python python tensorflow
Last synced: 15 Dec 2024
https://github.com/colddsam/flower-classification-api
๏ปฟ TensorFlow-powered RESTful API for classifying flower images into five categories.
classification deep-learning image-classification image-processing keras python resnet-50 restapi tesnorflow
Last synced: 23 Jan 2025
https://github.com/farzeennimran/ai_recipe_generator
A simple AI recipe generator using ML and DL models ๐๐จ๐ท
artificial-intelligence data-science datapreprocessing deep-learning feature-selection generator keras machine-learning natural-language-processing nlp-machine-learning python recipe-generator recipes sklearn tensorflow text-generation webscraping-beautifulsoup webscraping-selenium
Last synced: 26 Dec 2024
https://github.com/daniel-lima-lopez/bw-cnn
Repository of the article titled "Butterworth CNN: an improvement on memory use for Fourier Convolutional Neural Networks"
bw-cnn cnn cnn-classification image-classification keras tensorflow
Last synced: 07 Feb 2025
https://github.com/yashk2000/computervision
A python package that consists of implementations of several neural networks and methods which assist in applying deep learning along with computer vision
computervision convolutional-neural-networks deep-learning keras mxnet python3
Last synced: 15 Dec 2024
https://github.com/bunu23/image-classification-resnet50-streamlit
This project demonstrates an image classification system using ResNet50, fine-tuned on a custom dataset. It includes a Streamlit application for user interaction, allowing image uploads and classification results. It integrates Google's generative AI models for enhanced analysis.
cnn deep-learning generative-ai keras matplotlib numpy pillow python resnet-50 streamlit tensorflow
Last synced: 23 Jan 2025
https://github.com/bunu23/image-classification
This repository contains a notebook implementing a Convolutional Neural Network for multi-class image classification using transfer learning with a pre-trained ResNet-50 model. Covers dataset handling, model architecture customization, training, evaluation, fine-tuning, and external image prediction.
keras matplotlib numpy pil python tensorflow
Last synced: 23 Jan 2025
https://github.com/srlozano/isic-2016_challenge-lesion-segmentation
ISIC Challenge - Lesion Segmentation task solved using a U-Net Xception-style model at Universitat de Barcelona and Universitat Politรจcnica de Catalunya ยท BarcelonaTech.
deep-learning keras python segmentation tensorflow u-net
Last synced: 28 Jan 2025
https://github.com/fordaj/lowpy
LowPy is a high level GPU simulator of low level device characteristics in machine algorithms.
Last synced: 03 Feb 2025
https://github.com/alessioborgi/spam_detector
Spam Detection System classifying Spam/Ham Emails using BI-LSTMs in order to identify and filter out spam efficiently.
bidirectional-lstm deep-learning keras lstm
Last synced: 02 Feb 2025
https://github.com/senior-sigan/kaggle_speech_recognition
Result was 0.83625 on the private leaderboard
kaggle keras speech-recognition tensorflow
Last synced: 17 Jan 2025
https://github.com/gauravcodepro/bacterial-keras
A keras implementation of machine learning for bacterial genomes, takes a fasta file and the annotation features and the genes you want to train the keras model
bacterial-genome-analysis bacterial-genomes keras machinelearning
Last synced: 02 Jan 2025
https://github.com/aniketmaurya/tf_assist
Deep Learning library on top of Tensorflow for fast prototyping
deep-learning keras tensorflow
Last synced: 03 Feb 2025
https://github.com/amamov/vgg16-vs-resnet
[๋ฅ๋ฌ๋] ๊ธฐ์กด์ ์ ํต์ ์ธ CNN ๋ชจ๋ธ์ธ VGG16๊ณผ ResNet ๋ฆฌ๋ทฐ ๋ฐ ์ฑ๋ฅ ๋น๊ต ๋ถ์.
deep-learning keras pytorch resnet vgg16
Last synced: 17 Jan 2025
https://github.com/chamodshehanka/tensorflow-basics
This is python basic operations
ai alogrithms artificial-intelligence deep-learning dl foss fossasia gsoc high-level-language keras machine-learning machinelearning ml neural-network pandas python python3 tensorflow tensorflow-examples
Last synced: 06 Feb 2025
https://github.com/paulo-santos-ds/visao_computacional
O sistema utiliza inteligรชncia artificial para analisar documentos e caracterรญsticas fรญsicas dos visitantes, garantindo que apenas maiores de 18 anos possam acessar as รกreas de jogos
keras numpy pandas plotly python restnet50 sklearn tensorflow
Last synced: 22 Jan 2025
https://github.com/fblupi/master_informatica-sige
Repositorio de la asignatura Sistemas Inteligentes para la Gestiรณn en la Empresa del Mรกster de Ingenierรญa Informรกtica de la UGR
cnn data-science deep-learning image-classification keras mxnet tensorflow titanic-survival-prediction
Last synced: 30 Jan 2025
https://github.com/a-solo/deepfake-detection
This repository employs TensorFlow-Keras and MTCNN (Multi-Task Cascaded Convolutional Networks) to build an efficient deepfake detection system.
cnn deepfake-detection df-detect keras mtcnn-face-detection tensorflow
Last synced: 17 Jan 2025
https://github.com/olk/mnist-performance
performance test of MNIST hand writings usign MXNet + TF
classification gluon horovod keras mirrored-strategy mnist model-parallelism multi-gpu multi-gpu-training mxnet python tensorflow
Last synced: 31 Jan 2025
https://github.com/lucko515/dog-application
The dog application is the part of @Udacity Artificial Intelligence Nanodegree. Here I am implementing CNN in Keras to classify dog breeds.
aind artificial-intelligence convolutional-neural-networks dog-breed keras transfer-learning
Last synced: 01 Feb 2025
https://github.com/iadtya/hate-text-classification
Training RNN(LSTM) on Hate speech with tensorflow and keras
fastapi keras lstm nltk numpy pandas tenserflow
Last synced: 03 Jan 2025
https://github.com/omidghadami95/efficientnetv2_catvsdog
Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.
binary binary-classification catvsdog catvsdog-classifier cl cnn deep-learning efficientnet efficientnetv2 efficientnetv2-b0 explainable-ai explainable-ml fairness-ai fairness-ml gridsearch imbalanced-data imbalanced-dataset keras shap tensorflow2
Last synced: 03 Jan 2025
https://github.com/omidghadami95/efficientnetv2_quantization_ck
EfficientNetV2 (Efficientnetv2-b2) and quantization int8 and fp32 (QAT and PTQ) on CK+ dataset . fine-tuning, augmentation, solving imbalanced dataset, etc.
ckplus efficientnet efficientnetv2 efficientnetv2-b2 emotion-recognition facial-emotion-recognition googlecolab imbalanced-dataset keras post-training-quantization ptq python qat quantization quantization-aware-training real-time-emotion-classification real-time-emotion-detection scale-down tensorflow
Last synced: 03 Jan 2025
https://github.com/joaoassalim/tensorflow-notebooks
My tensorflow jupyter notebooks
classification image image-classification keras pipeline tensorflow
Last synced: 03 Jan 2025
https://github.com/praatibhsurana/digitgan
Implementing a Generative Adversarial Network using Keras.
deep-learning gan keras neural-networks python
Last synced: 06 Feb 2025
https://github.com/cloaky233/keraslab
A hands-on guide to building and training deep learning models using Keras and Streamlit. Perfect for beginners and enthusiasts looking to learn and experiment with neural networks.
deep-learning image-classification keras tutorial
Last synced: 22 Jan 2025
https://github.com/sayak119/fashion-mnist-flask
PoC to serve machine learning models using flask
api fashion-mnist flask jupyter-notebook keras postman tensorflow
Last synced: 18 Jan 2025
https://github.com/haydenshively/fddb-mobilenet
an attempt at using the MobileNet architecture to detect faces in FDDB images
face-detection keras mobilenet opencv
Last synced: 30 Jan 2025
https://github.com/machine-learning-tools/keras-grid-search-cacheable
Reducciรณn de tiempo de ejecuciรณn de los algoritmos de Machine Learning con bรบsqueda de parรกmetros en GridSearch.
gridsearch gridsearchcv keras machine-learning sklearn tensorflow2 tools
Last synced: 03 Jan 2025
https://github.com/mariam-zaidi/gesture_recognition_model
Deep learning model to recognize gestures
3dconv cnn-rnn keras lstm neural-networks tensorflow
Last synced: 22 Jan 2025
https://github.com/silverousblack/chaos-intelligence
A Layer API built on top of `tensorflow.keras` Functional API. Allows application of chaos theory deterministic functions to neural networks.
Last synced: 03 Jan 2025
https://github.com/dk56/snare
SNARE: Scorebased Neural Architecture REduction
deep-learning keras neural-networks python tensorflow
Last synced: 22 Jan 2025
https://github.com/giatraskon/machine_learning_assignments
Machine learning assignments covering regression, classification, neural networks, adversarial examples, and real-time emotion detection using Python. Includes theoretical insights and practical implementations.
adversarial-examples bayesian-inference bias-variance-tradeoff cifar10 classification deep-learning emotion-recognition iris-dataset k-nearest-neighbours keras machine-learning mnist neural-networks opencv pima-indians-diabetes python regression ridge-regression scikit-learn tensorflow
Last synced: 01 Feb 2025
https://github.com/ramarav/introduction-to-tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Coursera course practice files.
keras keras-layer keras-tensorflow python python-3 python3 tensorflow tensorflow-examples tensorflow-tutorials tensorflow2
Last synced: 03 Jan 2025
https://github.com/saradindusengupta/chatbot_for_wiki-knowledge
Implementation of conversational chatbot for DBpedia data and Reddit data set using Tensorflowv1.5 with implementation of RNN
keras python-3-6 reddit-bot rnn-tensorflow tensorflow
Last synced: 10 Jan 2025
https://github.com/machinecyc/sideprojects
Basic conception of loss function, dimension reduction, transfer learning, image classification.
autoencoder-mnist center-loss kaggle keras mnist-dataset regression side-project tensorflow transfer-learning triplet-loss
Last synced: 01 Feb 2025
https://github.com/linggarm/dicoding-belajar-machine-learning-untuk-pemula
Final project submission for "Belajar Machine Learning untuk Pemula" course on Dicoding (Rock-Paper-Scissor Image Classification with CNN)
computer-vision deep-learning dicoding dicoding-academy dicoding-submission image-classification keras machine-learning python tensorflow
Last synced: 09 Jan 2025
https://github.com/ricky9667/taiwanoceantrashpredict
A very simple DNN project using Keras.
Last synced: 03 Jan 2025
https://github.com/tanujakoppolu/tanujakoppolu-voice-emotion-detector
HCL-SATHYABAMA-MINI-PROJECT
deep-learning emotion-detection kaggle keras lstm-neural-network python-library python3
Last synced: 06 Feb 2025
https://github.com/kushrm2803/mnist_gan
Generative Adversarial Network (GAN) to generate handwritten digits similar to those in the MNIST dataset
ann cnn deep-learning keras mnist tensorflow
Last synced: 06 Feb 2025
https://github.com/davityak03/sentence-paraphraser-checker-using-transformers
This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.
keras nlp nltk numpy python tensorflow tokenizer transformers
Last synced: 22 Jan 2025
https://github.com/rahul-vinay/sentimentlens
A sentiment analysis model using Bidirectional LSTM, Attention Mechanism and pre-trained GloVe embeddings, implemented with Keras.
attention-mechanism data-science keras lstm-neural-networks natural-language-processing python pytorch sentiment-analysis text-classification
Last synced: 06 Feb 2025
https://github.com/bniladridas/age-pred
Lets you predict the ages from photos using AI.
deep-learning jupyter-notebook keras python
Last synced: 06 Feb 2025
https://github.com/allisonoge/diabetes-classification-project
A model to predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset.
keras machine-learning neural-network tensorflow
Last synced: 03 Jan 2025
https://github.com/wilfordaf/ml-sect-introduction-task
Test task for students assosiation
classic-machine-learning keras machine-learning regression-models scikit-learn
Last synced: 10 Jan 2025
https://github.com/thedhruvrawat/nyse-stock-prediction
Predicting NYSE with respect to time further ahead.
keras lstm machine-learning recurrent-neural-networks stock-market-prediction
Last synced: 03 Jan 2025
https://github.com/thedhruvrawat/mortality-prediction-in-icu
Constructing a mortality prediction model using typical clinical data
artificial-neural-networks keras machine-learning
Last synced: 03 Jan 2025
https://github.com/aliosm/yags_gtm_tutorial
Source code for Google Teachable Machine tutorial
deep-learning google-teachable-machine keras machine-learning python
Last synced: 03 Jan 2025
https://github.com/cliffordnwanna/fashion_mnist_classifier
This project implements a neural network to classify fashion items from the Fashion MNIST dataset using Keras and TensorFlow. The web app allows users to upload images and receive predictions on the type of fashion item, such as shirts, trousers, and more.
artificial-neural-networks computer-vision convolutional-neural-networks deep-learning fashion-mnist-dataset keras machine-learning streamlit tensroflow
Last synced: 06 Feb 2025
https://github.com/snandasena/dog_breed_classification_using_cnn
Predict dog breed using CNN
convolutional-neural-networks deep-learning jupyter-notebook keras machine-learning python3
Last synced: 01 Feb 2025
https://github.com/imdeepmind/what-is-the-name-of-this-animal
What is the name of this Animal? Just for fun:)
animal-classification classification computer-vision deep-learning keras machine-learning python3 transfer-learning
Last synced: 03 Jan 2025
https://github.com/gabrafo/intro-dl-rn
Repositรณrio dedicado ao curso de Introduรงรฃo ร s Redes Neurais e Deep Learning da Universidade Federal de Lavras (UFLA).
keras machine-learning neural-networks
Last synced: 06 Feb 2025
https://github.com/imdeepmind/digitrecognition
Simple Digit Recognition Web App using CNN
artificial-intelligence artificial-neural-networks classification computer-vision convolutional-neural-networks deep-learning flask keras machine-learning mnist python3
Last synced: 03 Jan 2025
https://github.com/ashar97/advanced-machine-learning
Advanced Machine Learning MOOC Specialisation Assignments
keras numpy python3 tensorflow
Last synced: 10 Jan 2025
https://github.com/lovesaroha/twitter-sentiment-analysis-training
Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.
keras machine-learning python sentiment-analysis tensorflow twitter-sentiment-analysis
Last synced: 12 Jan 2025
https://github.com/antonio-f/attention_mechanism_tf1
Neural Machine Translation with Attention - Keras and TensorFlow 1.X
artificial-intelligence attention attention-mechanism bidirectional-lstm deep-learning keras neural-machine-translation python seq2seq sequence-models tensorflow tutorial
Last synced: 06 Feb 2025
https://github.com/andrewsy1004/mask-detection
Mask detection system capable of identifying individuals with or without masks
kaggle keras python scikit-learn tensorflow
Last synced: 10 Jan 2025
https://github.com/antonio-f/imdb-keras
Analyzing IMDB Data in Keras
101 deep-learning keras machine-learning
Last synced: 06 Feb 2025
https://github.com/antonio-f/keras101-studentadmissions
Predicting Student Admissions with Neural Networks in Keras
Last synced: 06 Feb 2025
https://github.com/antonio-f/variational_autoencoder
Variational Autoencoder using Keras
autoencoders deep-learning digits jupyter-notebook keras mnist python variational-autoencoder visualization
Last synced: 06 Feb 2025
https://github.com/panta/python-keras-tf-env
A requirements.txt setup for Keras with a TensorFlow backend.
keras keras-tensorflow pip python python3 tensorflow virtualenv
Last synced: 22 Dec 2024
https://github.com/blakley/fluency
A desktop application to assist in learning languages. Uses a deep learning model to generate translations.
keras language-translation python3 seq2seq tensorflow transformer-architecture
Last synced: 01 Feb 2025
https://github.com/akaliutau/neural-networks-tensorflow
Tensorflow 2.0: regression, neural networks
keras pandas rnn-model tensorflow2
Last synced: 11 Jan 2025
https://github.com/michabirklbauer/hgb_dse_text_mining_solutions
Solutions for the practical part of the lecture Text Mining
deep-learning educational how-to keras machine-learning nlp python spacy tensorflow text-classification text-clustering text-mining
Last synced: 04 Jan 2025
https://github.com/yomi4486/cat_discrimination
็ซใฎ็จฎ้กใฎๅคๅฅใ่กใAPIใงใใ
adam-optimizer ai fastapi keras python3 tensorflow
Last synced: 07 Feb 2025