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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/rakibhhridoy/natural-language-processing-steps

Preprocess data in nlp text classification and text sequence in TensorFlow. There's different steps in both classification and sequence task, thus it need different steps. These steps in TensorFlow is so much easy if you get into it.

classification embedded embedding-models feed keras natural-language-processing nlp python sentence sequence tensorflow text-analysis text-classification text-processing

Last synced: 25 Dec 2024

https://github.com/rakibhhridoy/predictingsequence-timeseriesanalysis

Time series data easy handling purposes in TensorFlow and python functional programming. Time Series data is handled and pre-processed by different steps,like making window of the data,splitting data for model purpose is also different than other processing methods. All has combined for easy access.

forecasting functional-programming keras lstm lstm-neural-networks moving-average numpy python tensorflow time-series windowed

Last synced: 25 Dec 2024

https://github.com/sadegh15khedry/handwritten-digit-image-classification

This repository contains code related to the MINST dataset, which is a large database of handwritten digits commonly used for training various image processing systems.

convolutional-neural-networks deep-learning keras minst neural-networks python

Last synced: 10 Jan 2025

https://github.com/fabulani/flower-clf

Flower classification using CNNs

cnn deep-learning flowers-classification keras

Last synced: 15 Dec 2024

https://github.com/sadegh15khedry/pneumonia-detection-using-cnn

Classifying chest X-ray images into two categories: Pneumonia or Normal using a Convolutional Neural Network (CNN).

cnn convolutional-neural-networks cv2 deep-learning harris-corners joblib jupyter-notebook keras kmeans-clustering matplotlib numpy orb pandas python seaborn shutil sifit tensorflow

Last synced: 10 Jan 2025

https://github.com/tanyachutani/class-activation-maps-keras

Generates class activation maps for CNN's with Global Average Pooling Layer Keras

cam class-activation-map class-activation-maps cnn deep-learning keras tensorflow visualization

Last synced: 10 Jan 2025

https://github.com/paulo-santos-ds/visao_computacional

O sistema utiliza inteligência artificial para analisar documentos e características físicas dos visitantes, garantindo que apenas maiores de 18 anos possam acessar as áreas de jogos

keras numpy pandas plotly python restnet50 sklearn tensorflow

Last synced: 22 Jan 2025

https://github.com/imnotamr/vegetableclassificationappfehu

A Streamlit-based web application for vegetable classification using a deep learning model. Developed as part of a university project (This project is submitted to Dr. Ahmed Badawy and Eng. Noor Eldeen Magdy, Faculty of Engineering, Helwan University, as part of a coursework requirement).

deep-learning helwan-university image-classification keras streamlit tensorflow

Last synced: 26 Dec 2024

https://github.com/adhamdy22/computer-vision-emotion-detection-app

Computer Vision Emotion Detection App A Python-based application for detecting emotions using computer vision, TensorFlow, Keras, and Tkinter.

deep-learning keras neural-networks python tensoflow thinker

Last synced: 26 Dec 2024

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 23 Jan 2025

https://github.com/ali-mhrez/stance-detection-dl-models

This repository explores stance detection using deep learning techniques. It investigates the effectiveness of various models, including MLP, CNN, BiLSTM, and their combinations, on the AraStance dataset (Alhindi et al., 2021). The code and results of the experiments are provided, offering insights into the strengths and weaknesses of each model.

arabic-language bilstm cnn keras mlp stance-detection

Last synced: 07 Dec 2024

https://github.com/johacks/kerox

POC combining Keras and Spox

keras onnx spox

Last synced: 07 Dec 2024

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/yasharmaster/coi-assignments

Assignments for Computational Intelligence course.

computational-intelligence keras neural-networks python

Last synced: 19 Jan 2025

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/nimad70/diabetic-retinopathy-detection

Diabetic Retinopathy Detection using Inception-V3 | project for the Vision & Cognitive System course (ComputerScience @ UniPd) | w/ Shab Pompeiano

cnn-classification computer-vision deep-learning diabetic-retinopathy-detection image-processing keras matplotlib python3 tenserflow

Last synced: 07 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/andydevs/tensorflow-demo-1

Demonstrating creating a training application using tensorflow

flask keras python tensorflow

Last synced: 02 Jan 2025

https://github.com/martincastroalvarez/search-keras-gensim-elasticsearch

Search Engine using Word Embeddings, GloVe, Neural Networks, BART and Elasticsearch

elasticsearch gensim gensim-word2vec keras nlp numpy python scipy spacy word2vec

Last synced: 22 Dec 2024

https://github.com/fmind/onet

Train and predict procedures of DNN for binary image classification.

deep-learning image-classification keras python tensorflow

Last synced: 29 Jan 2025

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/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/r-papso/face-recognizer

Face recognition demo application

deep-learning face-recognition keras python tensorflow

Last synced: 26 Dec 2024

https://github.com/guettafa/fashionrecognition-nn

Classification model using the Fashion MNIST Dataset from Zalando with Keras and Tensorflow

keras keras-tensorflow python

Last synced: 07 Dec 2024

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/colddsam/flower-classification-api

 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/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/mawadamhd/deep-learning-with-keras-and-tensorflow-course

This repository Course materials for Deep Learning with Keras and TensorFlow course. This repository includes Jupyter notebooks, datasets, assignments, and solutions .

deep-learning deep-neural-networks keras keras-tensorflow tensorflow

Last synced: 07 Dec 2024

https://github.com/fblupi/master_informatica-sige

Repositorio de la asignatura Sistemas Inteligentes para la Gestión en la Empresa del Máster de Ingeniería Informática 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/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/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/machine-learning-tools/keras-grid-search-cacheable

Reducción de tiempo de ejecución de los algoritmos de Machine Learning con búsqueda de parámetros en GridSearch.

gridsearch gridsearchcv keras machine-learning sklearn tensorflow2 tools

Last synced: 03 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.

chaos-theory keras

Last synced: 03 Jan 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/separatrixxx/ai_labs_6_sem

👓 Laboratory work for the 6th semester of MAI on artificial intelligence

ai gan keras pyknow python pytorch

Last synced: 20 Jan 2025

https://github.com/ricky9667/taiwanoceantrashpredict

A very simple DNN project using Keras.

dnn keras numpy python

Last synced: 03 Jan 2025

https://github.com/afrinaf/hack-inversion

Garbage Disposal Tracking and Eco-Sort Web App

keras opencv php python tensorflow waste-management waste-segregation

Last synced: 09 Jan 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/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/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/ashar97/advanced-machine-learning

Advanced Machine Learning MOOC Specialisation Assignments

keras numpy python3 tensorflow

Last synced: 10 Jan 2025

https://github.com/yisus82/zenva-deep-learning

The Complete Artificial Neural Networks Developer Course - Zenva.com

keras keras-neural-networks keras-tensorflow python python3 tensorflow

Last synced: 29 Jan 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/paulchen2713/medical_trial_nn

Learn keras API basics through solving simple numerical data analysis question.

keras neural-networks python

Last synced: 23 Jan 2025

https://github.com/sleepingcat4/llama-r

writing llama model in R with tensorflow

keras r tensorflow

Last synced: 23 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/akaliutau/neural-networks-tensorflow

Tensorflow 2.0: regression, neural networks

keras pandas rnn-model tensorflow2

Last synced: 11 Jan 2025

https://github.com/franciscoossian/flowerapi

mini mini mini API that get a link of image and return a a flower information in image (if image cotains a flower that the machine trained)

flask keras machine-learning python tensorflow

Last synced: 17 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/perceptronv/dlcc

Resources for a quick introduction to Deep Learning with TensorFlow and Keras. Implementation of a simple text-generating RNN.

deep-learning-tutorial keras keras-tensorflow nlp rnn rnn-tensorflow tensorflow tensorflow2 text-generation

Last synced: 11 Jan 2025

https://github.com/nickklos10/compressive-strenght-prediction

This project predicts concrete compressive strength using a neural network regression model built with Keras.

jupyter-notebook keras matplotlib numpy pandas python scikit-learn

Last synced: 04 Jan 2025

https://github.com/aryanyadav-dev/celestial-spectroscopy

Developed a Deep learning model using TensorFlow and Keras to classify synthetic spectral data from celestial objects, including stars, galaxies, and nebulae. Utilizing a Convolutional Neural Network (CNN), the model analyzes spectroscopic features and achieves high accuracy in predicting object classifications.

cnn keras matplotlib python sckit-learn tensorflow

Last synced: 04 Jan 2025

https://github.com/shane-staret/ai-dog-identification-system-bucknell-csci-357

A Python solution utilizing neural networks and deep learning (via TensorFlow & Keras) to classify images as containing dogs or not.

ai ai-training deep-learning image-processing keras machine-learning neural-networks tensorflow tensorflow-keras

Last synced: 04 Jan 2025

https://github.com/aravinda-1402/face-mask-detection

Real-time facemask detection using Deep Learning and OpenCV

cnn haarcascade-frontalface keras mask-detection opencv tensorflow

Last synced: 19 Jan 2025

https://github.com/santoshn86/dlp-ev-system-for-pa-optimization

This system is a game-changer, enabling smarter energy management through predictive insights and personalized optimization strategies.

aiml django flask keras pytorch scikit-learn tensorflow typescript

Last synced: 25 Jan 2025

https://github.com/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 19 Jan 2025

https://github.com/donmaruko/sentiment-analysis-api

Flask-based API for sentiment analysis using deep learning models and includes endpoints for text and file input, database storage, and integrated Swagger documentation.

api deep-learning deep-neural-networks flask keras lstm machine-learning neural-network rnn scikit-learn scikitlearn-machine-learning sklearn sqlite3 swagger swagger-ui tensorflow

Last synced: 04 Jan 2025

https://github.com/kaitoy/ml-mnist

Python scripts for handwritten digits recognition on MNIST with Keras

keras machine-learning mnist python vgg

Last synced: 29 Jan 2025

https://github.com/tirtharajsinha/breast_cancer_detection_with_cnn

An unstructured mammogram analysis for feasible classification and detection of breast cancer using a convolutional approach

breast-cancer-prediction cnn keras python research-project tensorflow

Last synced: 04 Jan 2025

https://github.com/msikorski93/breast-cancer-classifying

Identifying and assigning breast cancer diagnosis using machine learning methods, based on observations in WDBC dataset. All classifiers have been evaluated and performed well for this task.

breast-cancer classification k-nearest-neighbours keras logistic-regression naive-bayes neural-networks scikit-learn tensorflow

Last synced: 09 Jan 2025

https://github.com/mariam-zaidi/melanoma-detection-using-cnn

CNN based model which can accurately detect melanoma

cnn keras matplotlib sklearn tensorflow

Last synced: 11 Jan 2025

https://github.com/mgitrov/cnn-on-cifar-10

A computer vision project aiming to classify random images uploaded by the user.

artificial-neural-networks computer-vision convolutional-neural-networks deep-learning keras matplotlib numpy pil regularization tkinter

Last synced: 07 Dec 2024

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Distributed Computing Learning Resources 18 Python Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Scala Learning Resources 16 MATLAB Learning Resources 16