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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/hasibzunair/ieee18-cv

Repo of the materials for computer vision workshop at NSU

keras opencv-python

Last synced: 08 Jan 2025

https://github.com/kalebers/data_science_ml

DS and ML codes from classes

data-science keras machine-learning pandas python

Last synced: 21 Jan 2025

https://github.com/danibcorr/papers-with-code

📃 This repository contains implementations of various scientific papers related to deep learning and machine learning. Most of the projects are developed using Keras and TensorFlow frameworks.

deep-learning keras open-source papers papers-collection papers-with-code python tensorflow

Last synced: 21 Jan 2025

https://github.com/psgebeline/continuum_neural_network

An artificial neural network used for distinguishing between signal and continuum B events in Belle II monte carlo based on event topology. Competition submission for Belle II CNN competition, placed 5th with 95% efficiency.

callbacks convolutional-neural-networks feature-selection keras python relu-activation tensorflow

Last synced: 20 Jan 2025

https://github.com/jayakrishnagaddam/keras-deep-learning

This is to learn Basic introduction to Keras and TensorFlow libraries

keras python tensorflow

Last synced: 10 Oct 2024

https://github.com/ankitpundir7/group-face-emotion-recognition

This project can identify and categorize human emotions in both static and dynamic context. Duration : Jun 2023 - Jul 2023

convolutional-neural-networks deep-learning keras machine-learning-algorithms numpy opencv python tensorflow

Last synced: 10 Oct 2024

https://github.com/alisatodorova/book-recommender

Comparison of Hybrid Book Recommender Systems: Matrix Factorization with Neural Networks vs. Neural Collaborative Filtering with Attention

book-recommendation-system collaborative-filtering keras machine-learning matrix-factorization neural-network recommender-system tensorflow

Last synced: 10 Oct 2024

https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project

A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.

cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow

Last synced: 02 Jan 2025

https://github.com/chanmeng666/bodyfat-estimation-mlp

A deep learning project implementing neural network models to accurately predict body fat percentage from anthropometric measurements. Features both comprehensive and reduced-input models, with detailed analysis of feature importance and model performance.

body-composition data-science-biometrics deep-learning feature-analysis health-tech keras neural-networks predictive-modeling tensorflow

Last synced: 02 Jan 2025

https://github.com/defaultin/psp-net

Keras PSP-Net

keras psp-net

Last synced: 27 Jan 2025

https://github.com/prneidhardt/neural-networks

Customer Churn Prediction Project

ann artificial-neural-networks keras tensorflow

Last synced: 08 Jan 2025

https://github.com/sarah627/deep-learning

This repo contains deep learning projects, applications on DL concepts, and DL roadmap

classification cnn deep-learning jupyter-notebook keras neural-network python tensorflow

Last synced: 21 Jan 2025

https://github.com/zainathar/fruitscnn

Fruits and Vegetable Classfication using CNN

ai cnn deep-learning keras machine-learning tensorflow

Last synced: 21 Dec 2024

https://github.com/evertonsavio/artificial-intelligence-specialization

AI residency Hub program at FIEP. Base Codes Repository for specialization in Artificial Intelligence at AI2.

artificial-intelligence jupiter-notebook keras python tensorflow

Last synced: 02 Jan 2025

https://github.com/smontazeriuh/infant-data-science-challenge

The classifier and a test Python script for the winning model in the data science challenge held by AI4NICU in conjunction with the Infant Center: “Classification of Abnormal EEG Background Activity in Newborn Infants,” which ran from June 1st to August 30th, 2022.

cnn keras python

Last synced: 10 Oct 2024

https://github.com/dyarleniber/hands-on-machine-learning

This repository contains code examples, exercises, and projects related to the concepts covered in the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition" by Aurélien Géron.

ai artificial-intelligence keras machine-learning matpolotlib numpy pandas scikit-learn tensorflow

Last synced: 13 Jan 2025

https://github.com/tech-warriors-corporation/harvtech-vegetables-health-ai

The AI project to assess the health of vegetables for HarvTech.

agribusiness ai flask keras python tensorflow

Last synced: 07 Jan 2025

https://github.com/supreme-gg-gg/block-ml

Rapid and easy prototyping, design, and deployment of ML models with graphical blocks.

artificial-intelligence block-coding blockly keras machine-learning neural-network node-js tensorflow

Last synced: 10 Oct 2024

https://github.com/ledsouza/keras-flores

Este projeto demonstra a construção de um modelo de Machine Learning utilizando a biblioteca Keras para classificar as espécies de flores Iris (Setosa, Versicolor e Virginica) com base em suas características.

deep-learning keras keras-tensorflow machine-learning multilayer-perceptron-network neural-network tensorflow

Last synced: 10 Oct 2024

https://github.com/harshuljain13/dogsbreedclassification

Classifying the dogs breed using transfer learning in DeepLearning

deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning

Last synced: 30 Dec 2024

https://github.com/shrunsprint89/yfinstockscreeners

Python/Jupyter notebooks that attempt to read stock market data from Yahoo Finance and predict future values based on ML Models

jupyter keras python stock tensorflow

Last synced: 10 Oct 2024

https://github.com/itscodeninja/price-prediction

Implemented a predictive model for market prices leveraging deep learning techniques. Utilized recurrent neural networks to forecast trends and improve accuracy.

deep-learning keras machine-learning matplotlib pandas python

Last synced: 10 Oct 2024

https://github.com/jlgregorio/pointnet-keras

Custom implementation of PointNet classifier using Keras 3

keras point-cloud pointnet

Last synced: 07 Jan 2025

https://github.com/grascya/forecasting-electricity-by-hour-rnn-vs-lstm

Explore the Production and Consumption of Electricity produced by different types of energy sources and build an RNN and LSTM to forecast them

deep-neural-networks electricity keras lstm-neural-networks rnn-model tensorflow2

Last synced: 10 Oct 2024

https://github.com/saivarunk/lstm-bitcoin-prediction

Predicting Bitcoin Price using LSTM

keras lstm price-prediction time-series

Last synced: 08 Jan 2025

https://github.com/g-eoj/kaggle-mnist

MNIST classification with a low parameter convolutional neural network based on inception modules.

cnn deep-learning inception keras mnist

Last synced: 21 Jan 2025

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

gans hep-ph high-energy-physics keras machine-learning python tensorflow

Last synced: 08 Jan 2025

https://github.com/mustafaozvardar/image-classification-webapp

This project features an AI model for diagnosing pneumonia from chest X-ray images. Users can upload a chest X-ray image through the app, and the model will classify it.

artificial-intelligence computer-vision keras numpy python streamlit streamlit-webapp tensorflow

Last synced: 10 Oct 2024

https://github.com/mariianikitash/amazondataanalysis

Custom feedforward neural network for Amazon books review data set.

keras nltk python3 sklearn

Last synced: 10 Oct 2024

https://github.com/gregoritsch3/dl_cnn_resnet50_digitrecognition

A Deep Learning Computer Vision project on the MNIST Digit Dataset. The project demonstrates the use of four TensorFlow Neural Network architectures, ranging from a basic Shallow Sigmoid Model to a Deep Convolutional Model constructed using the FunctionalAPI, and even a modified Resnet50 Model. Includes Error Analysis and test runs on real images.

cnn convolutional-neural-networks cv2 keras matplotlib numpy resnet-50 tensorflow

Last synced: 08 Jan 2025

https://github.com/aminkhavari78/abalone-data-set-

Abstract: Predict the age of abalone from physical measurements

keras linear-models matplotlib neural-network num panda sklearn tensorflow

Last synced: 19 Jan 2025

https://github.com/ranjit7858/customer_churn_prediction_ann

It is a Web app which can predict whether the Bank customer will churn or not.

keras python taipy tensorflow

Last synced: 22 Jan 2025

https://github.com/carlthome/tfjs-gradcam

Grad-CAM implementation in TensorFlow JS.

gradcam imagenet keras tensorflow-js

Last synced: 02 Jan 2025

https://github.com/sanjana-janagani/python-chatbot-using-dl

This code trains a chatbot utilizing technologies such as Pandas and Pickle to load, preprocess, and vectorize datasets, ensuring they are ready for model training and evaluation, uses keras and Tokenizer to design and implement a deep learning model using LSTM

accuracy deep-learning keras lstm neural-network optimization pandas pickle python rmsprop softmax tokenizer

Last synced: 21 Jan 2025

https://github.com/theroyakash/convolutional_neural_network

Improving Image prediction with convolutional neural network and MaxPooling with tensorflow

convolutional-neural-networks keras neural-network tensorflow

Last synced: 28 Dec 2024

https://github.com/usmanrasheed1/number-recognition-cnn

A CNN that tries to accurately predict the correct values of any digit between 0-9 using Tensorflow, keras and flask.

ai cnn flask jupyter keras python tensorflow

Last synced: 11 Oct 2024

https://github.com/themihirmathur/kiddis

This project leverages deep learning for the classification of kidney disease using a combination of MLflow and DVC for experiment tracking, versioning, and orchestration.

aws-ec2 aws-s3 ci-cd-pipeline docker dvc-pipeline keras mlflow mlops python tensorflow

Last synced: 11 Jan 2025

https://github.com/imprvhub/classification-handwritten-digits-jbrains

Classification of Handwritten Digits (Python / Introduction To Data Science) - Graduate Project Completed By Iván Luna, August 25, 2023. - For Hyperskill (Jet Brains Academy). Course: Introduction To Data Science.

data-science dataset keras keras-tensorflow learning machine python

Last synced: 15 Jan 2025

https://github.com/mituskillologies/pgdai-cdac-cv-jul23

This repository contains the programs of Computer Vision subject of PG Diploma in Artificial Intelligence as CDAC.

alexnet cdac computer-vision deep-learning image-classification image-processing image-recognition keras object-detection pgdai python resnet-50 transfer-learning vgg16 yolov3

Last synced: 13 Jan 2025

https://github.com/abhaskumarsinha/2d-continuous-skip-gram-model

A word2vec embedding, called Continuous Skip Gram Model encodes each word to a Vector depending on how closely they are related or how often they are used along.

continuous-skip-gram-model encoding keras keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms skipgram tensorflow2 tutorial word2vec word2vec-model

Last synced: 21 Jan 2025

https://github.com/abhaskumarsinha/1d-gan

A simple well-documented tutorial on implementing a 1D GAN on Keras using a Python Jupyter Notebook

deep-learning deep-neural-networks gan generative-adversarial-network keras keras-tensorflow python3 tensorflow2 tutorial

Last synced: 21 Jan 2025

https://github.com/freakwill/ezgcn

🕸️easy graph convolution net (GCN) based on keras. So easy!

gcn keras

Last synced: 26 Jan 2025

https://github.com/arnie1x/medical_chatbot

This project implements an AI-powered medical chatbot using a neural network model and serves it through a Flask web application.

ai chatbot keras medical nlp nltk python tensorflow

Last synced: 21 Jan 2025

https://github.com/olivermathias/kerasjr

A Light Implementation of Keras by People Who Have No Right To Attempt This

deep-learning keras neural-network neural-networks

Last synced: 16 Jan 2025

https://github.com/manuelblancovalentin/tensorplot

Tired of old-school boring default tensorflow/keras model architecture plots? Give this code a try! Nice, fresh, super-cool, colorful plots for your keras models (works with any wrapper also!).

artificial deep gpu intelligence keras learning machine model plot pytorch tensorboard tensorflow

Last synced: 08 Nov 2024

https://github.com/fardinhash/nlp_tokenizations

Multiple ways to tokenize the words, sentences are shown here.

keras natural-language-processing nltk tokenization

Last synced: 14 Jan 2025

https://github.com/cm-600/monet-image-generation-with-gans

I developed two CycleGANs using TensorFlow and Keras that will generate an image in the style of Monet from a landscape photo for the Kaggle challenge "I'm Something of a Painter Myself." My submission was in the top 20% on the Kaggle leaderboard.

gan image-processing keras neural-networks tensorflow

Last synced: 13 Jan 2025

https://github.com/suryadev99/pyspark_bank_data_pipeline

end-to-end deep learning pipeline that runs on Spark

databricks deep-learning keras pipeline pyspark

Last synced: 08 Jan 2025

https://github.com/rmodi6/sentence-representations

Implementing and Evaluating sentence representations of DAN and GRU using tensorflow

dan gru keras natural-language-processing sentence-representations tensorflow2

Last synced: 11 Jan 2025

https://github.com/yachuuuuu/gan_hyperparameter-analysis

Config files for my GitHub profile.

gan keras mnist

Last synced: 07 Jan 2025

https://github.com/gyselle-marques/deeplearningexample

Implementação de uma rede de Deep Learning utilizando Keras.

deep-learning keras machine-learning matplotlib python

Last synced: 26 Jan 2025

https://github.com/geo-tp/keras-colaboratory-models

Various keras deep learning models on colaboratory

ae ai convnet keras model ocr tensorflow

Last synced: 11 Jan 2025

https://github.com/hayatiyrtgl/nlp-keras

I used Python as programming language.

keras nlp nlp-machine-learning

Last synced: 22 Dec 2024

https://github.com/vasu7052/spam-classifier

This is a Machine Learning Project to detect whether a given sentence maybe a spam or not using Python and Keras.

keras keras-neural-networks python3 scikit-learn spam-classification tensorflow

Last synced: 08 Jan 2025

https://github.com/vasu7052/social-sentimental-analysis

This is Natural Language Processing project for Social Media Sentimental Analysis in real time using a graphical user friendly interface. http://sociosense.pythonanywhere.com/

android chartjs css deep-learning html5 java javascript keras machine-learning natural-language-processing neural-network software website

Last synced: 08 Jan 2025

https://github.com/vasu7052/facial-emotion-detection

This project is for detecting emotion out of 7 trained emotion categories

deep-learning emotion-recognition face-detection keras machine-learning opencv tensorflow

Last synced: 08 Jan 2025

https://github.com/asqiriba/comp-572-neural-networks

NN projects for COMP 572 Neural Networks.

keras machine-learning neural-networks

Last synced: 21 Jan 2025

https://github.com/der3318/linebot-converter

Line Bot Converter - Deploy an Agent Based on Chatroom History

flask keras linebot seq2seq

Last synced: 13 Jan 2025

https://github.com/shixi99/spam-classification-rest-api

Spam Classification Rest API using Keras, FastAPI & NoSQL

cassandra fastapi keras nosql python tensorflow

Last synced: 05 Jan 2025

https://github.com/josiah-mbao/intelligent-digit-recognition-system

Digit Recognition with Keras - Train a model to recognize handwritten digits from MNIST dataset.

artificial-neural-networks keras machine-learning-algorithms

Last synced: 30 Dec 2024

https://github.com/robmarkcole/keras-rest-api-docker

Keras + deep learning REST API + Docker

keras

Last synced: 28 Dec 2024

https://github.com/cyprianfusi/predicting-listing-gains-in-the-indian-ipo-market-using-tensorflow

A test accuracy of 75% with just 319 observations is encouraging but not good enough. With more observations and further tweaking, a much higher accuracy could be achieved. Listing gains are the percentage increase in the share price of a company from its IPO issue price on the day of listing

binary-classification deep-learning keras neural-networks python3 regularization tensorflow

Last synced: 26 Jan 2025

https://github.com/hackintoshrao/ml-dl-ai-projects

Machine Learning, Deep Learning and AI projects used for my trainings

artificial-intelligence deep-learning keras machine-learning tensorflow

Last synced: 12 Jan 2025

https://github.com/tralahm/datascience

Getting started with Data science Numerical Analysis and Scientific Computing

hmmlearn ipynb jupyterlab keras numpy pandas python3 scipy tensorflow

Last synced: 13 Jan 2025

https://github.com/abdulrahmanaymann/automated-facial-expression-recognition-using-artificial-neural-networks

Automated Facial Expression Recognition using Artificial Neural Networks is a machine learning project that uses convolutional neural networks (CNNs) to classify facial expressions in images into various categories such as anger, fear, surprise, sadness, happiness, and neutral.

artificial-neural-networks convolutional-neural-networks deep-learning facial-expression-recognition image-classification keras machine-learning python tensorflow

Last synced: 26 Jan 2025

https://github.com/annygutierrez/bank-ann

Basic Artificial Neural Network

keras matplotlib numpy pandas sklearn

Last synced: 07 Jan 2025

https://github.com/giabb/the-simpsons-character-recognizer

Vision and Perception exam project - "Sapienza" University of Rome, Spring Semester 2020

cnn computer-vision keras notebook python3 vgg16

Last synced: 15 Jan 2025

https://github.com/tiennhm/quickdraw

An implementation of Google's Quick

draw keras neural-networks python quickdraw

Last synced: 27 Jan 2025

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 C/C++ Tools and Frameworks 25 NLP Tools, Libraries, 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