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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/fosetorico/tomato_disease_classification

End-to-End Project for the Classification of Tomato Blight Disease using cutting-edge convolution neural networks (CNN) and leveraging the power of VGG19 model as a transfer model.

cicd cnn-classification computer-vision convolutional-neural-networks deep-learning docker dvc-pipeline flask keras mlops-workflow python3 tensorflow transfer-learning vgg19

Last synced: 06 Jan 2025

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/bagusperdanay7/absa-with-bilstm-undergraduate-thesis

My undergraduate thesis program, Aspect-Based Sentiment Analysis Towards Matket Place Application Review Using Bidirectional Long Short-Term Memory used Python, Keras and Tensorflow

ai aspect-based-sentiment-analysis bilstm deep-learning gensim imbalanced-learning ipython-notebook keras machine-learning matplotlib natural-language-processing nltk numpy pandas python scikit-learn seaborn tensorflow

Last synced: 21 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/umutkavakli/unet-keras

Custom UNet architecture implementation using Keras framework.

keras semantic-segmentation unet

Last synced: 21 Jan 2025

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/edisonmoy/facial-classification

Training facial classification models to be used in real time with facial detection.

deep-learning face-detection image-classification keras opencv pillow scraping tensorflow

Last synced: 28 Dec 2024

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/matousss/ttt_ai

TicTacToe with neural network

keras neural-network python tictactoe

Last synced: 28 Dec 2024

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/pablonoya/keras_cv_image_classifier

Dog breed classification using keras_cv

computer-vision keras streamlit

Last synced: 20 Dec 2024

https://github.com/saadarazzaq/custom-neural-networks

Perceptron, Multiclass and Deep Neural Network Implemented All in One Repo ✨

deep-neural-networks keras numpy perceptron python scikit-learn tensorflow

Last synced: 23 Jan 2025

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/byte7/gans

Keras Implementation of Generative Adverserial Networks

deep-learning gan generative-adversarial-network keras

Last synced: 31 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/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/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 12 Oct 2024

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/pramodkondur/dominoes-timeseriesforecasting

This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.

business-intelligence datascience deep-learning keras lstm-neural-networks machine-learning matplotlib pandas predictive-modeling python real-time-prediction real-world-project sckiit-learn seaborn streamlit tensorflow timeseries-forecasting

Last synced: 22 Jan 2025

https://github.com/kalvincalimag/django-stock-market-app

Multifunctional stock market app built on Python & Django. Offers historical charts, trend forecasting, portfolio management, market term definitions, & crossover analysis.

alphavantage-api django django-framework javascript keras plotly python yfinance

Last synced: 06 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/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/matteofasulo/transformers-sentence-reconstruction

Sentence Reconstruction using Transformer Model

keras keras-nlp tensorflow transformers

Last synced: 11 Oct 2024

https://github.com/chouffe/keras-tutorials

Keras tutorials

deeplearning keras

Last synced: 20 Jan 2025

https://github.com/chouffe/udacity-nanodegree-deeplearning-foundation-dog-p2

Udacity Deep Learning Nanodegree - Dog Breed Classification Project

deep-learning keras tensorflow

Last synced: 20 Jan 2025

https://github.com/samuelcaldas/ppocartpole.net

An implementation of the Proximal Policy Optimization (PPO) algorithm. This implementation is based on the example available on the official Keras website. The goal of this project is to provide a .NET-based solution for running PPO algorithms.

csharp dotnet keras keras-tensorflow machine-learning ppo proximal-policy-optimization

Last synced: 13 Jan 2025

https://github.com/carloocchiena/rnn_text_generation

RNN for text generation from models with Keras and Tensorflow

keras python rnn rnn-tensorflow tensorflow

Last synced: 26 Jan 2025

https://github.com/b7011343/brain-cancer-classification

Classifying and locating brain cancer using machine learning with python.

classification classifier cnn keras machine-learning model neural-network python svc svm

Last synced: 20 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

https://github.com/kr1shnasomani/stockforecaster

Stock price prediction for the next 30 days using TensorFlow and LSTM

deep-learning keras matplotlib neural-network numpy pandas scikit-learn seaborn tensorflow yfinance

Last synced: 15 Jan 2025

https://github.com/isa1asn/mnist-neural-net

Applying neural networks on the MNIST dataset (from scratch & using tf)

from-scratch keras mnist-classification neural-networks numpy pandas relu-activation softmax tensorflow

Last synced: 20 Jan 2025

https://github.com/grantgasser/task2

Multiclass classification

keras multiclass-classification neural-network

Last synced: 16 Dec 2024

https://github.com/muhkartal/ml-notes

ml-notes that i took in my ai, ml and deep learning journey

cpp keras matplotlib numpy opencv-python pandas python pytorch sckit-learn seaborn streamlit tensorflow

Last synced: 04 Jan 2025

https://github.com/vbhavank/butterfly_species_detector_keras

This repository contains the keras implementation of an algorithm to classify different species of butterflies

cnn computer-vision deep-learning keras tensorflow

Last synced: 15 Jan 2025

https://github.com/fahimf/sd-fai

FastAI Deep Learning for Coders course Stable Diffusion implementation

keras pytorch stable-diffusion tensorflow2

Last synced: 17 Dec 2024

https://github.com/marcnuth/pretrianed-keras-models

pretrained keras models for various tasks, which could be directly used for prediction or as baselines.

artificial-intelligence baselines keras keras-models machine-learning pretrained-models tensorflow

Last synced: 20 Jan 2025

https://github.com/prgrmcode/ai-image-classification-good-bad

This is a project to classify images from QA dataset from the AI4IM project.

cnn-classification deep-learning keras python3 tensorflow

Last synced: 27 Dec 2024

https://github.com/dangnh0611/unet_for_id_card

ID card localization using U-Net architecture

deep-learning image-processing image-segmentation keras tensorflow

Last synced: 08 Jan 2025

https://github.com/marcnuth/usermemorynetwork

An Keras Implementation of Alibaba's User Memory Network for CTR prediction.

adevertising alibaba artificial-intelligence deep-learning information-system keras recommendation-system

Last synced: 20 Jan 2025

https://github.com/pradeepchegur/g2net_gravitaional_wave_detection

Kaggle host a competition called G2Net gravitational wave detection. I participated in this competition along with my team members and submitted three models for the given task in python language.

cnn competition deep-learning detection kaggle keras python time-series

Last synced: 22 Jan 2025

https://github.com/arnoldchrisoduor1/potato_disease

Trained a CNN to detect the presence and the current stage of Blight disease in potatoes, WebApp in FastAPI and React

fastapi keras numpy react serving-tensors tensorflow

Last synced: 26 Jan 2025

https://github.com/alpertunga-bile/aaml

Trying to solve the anti-aliasing problem with machine learning

antialiasing deeplearning keras machine-learning pandas python

Last synced: 28 Dec 2024

https://github.com/aaronspindler/selfdrivingcar

Learning deep learning and making a self driving car in the process

car data deep deep-learning driving keras learning machine machine-learning python self self-driving-car

Last synced: 15 Jan 2025

https://github.com/ahhhh-man/keras-image-recognition

Deep learning image recognition model using the keras API

keras tensorflow

Last synced: 25 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/atharvapathak/style_transfer_gan_project

To ensure a better diagnosis of patients, doctors may need to look at multiple MRI scans. What if only one type of MRI needs to be done and others can be auto-generated? Generative Adversarial Networks (GANs) have been used for generating deepfakes, new fashion styles and high-resolution pictures from the low-resolution ones

cyclegan deep-learning gans generative-adversarial-network keras mri-images photo style-transfer tensorflow u-net

Last synced: 15 Jan 2025

https://github.com/shivang8/gender-classifier-using-convolutional-neural-network

Implementing Convolutional Neural Network on IMDB gender dataset using Keras on Python.

cnn gender-classification google-colaboratory imdb-dataset keras python

Last synced: 12 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/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/furkantsnb/coalclassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

coal-classification computer-vision data-visualization efficientnetb0 image-classification keras python streamlit tensorflow

Last synced: 22 Dec 2024

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/lazarust/jupyternotebooks

Storage spot for all my Jupyter Notebooks. Check some of them out!!

jupyter-notebook jupyter-notebooks keras scikit-learn sklearn

Last synced: 08 Jan 2025

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/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/sudip-13/plant-disease-detection

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

cloudinary css docker jwt-token keras matplotlib-pyplot mongodb nodejs numpy reactjs tensorflow tensorflow-serving

Last synced: 08 Jan 2025

https://github.com/harshnarayanjha/mnist-nn

This repo contains files for predicting hand written digits using the well-known mnist dataset, using a neural network with keras.

keras mnist mnist-handwriting-recognition neural-network

Last synced: 16 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/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/harmanveer-2546/diagnosis-of-pneumonia-by-cnn-classifier

The primary objective s to develop an accurate and efficient classification model capable of identifying pneumonia cases in patients based on chest X-ray images. Pneumonia is a prevalent and potentially life-threatening respiratory infection. Early detection plays a critical role in timely intervention and effective treatment.

binary-accuracy dropout flatten keras loadimg matplotlib maxpooling2d numpy python regularizers roc-curve seaborn sequential-models tensorflow vgg16

Last synced: 11 Jan 2025

https://github.com/harmanveer-2546/dust-detection-on-solar-panel-using

The accumulation of dust, snow, bird drops etc. on the surface of solar panels reduces the efficiency of the solar modules and hence the amount of produced energy. Monitoring and cleaning solar panels is a crucial task, hence developing an optimal procedure to monitor and clean these panels is very important in order to increase modules efficiency.

classification dirty inceptionv3-model keras numpy pandas plotly python regularizer sequential solar-panels tensorflow visualization

Last synced: 11 Jan 2025

https://github.com/mpoojithavigneswari/vegetable-classification-project

Created a website of vegetable classification using vgg16 CNN model with 99% accuracy.

deep-learning keras neural-networks python streamlit tensorflow vgg16-model

Last synced: 16 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/abhibisht89/keras_pretrainmodel

Programming in TensorFlow and Keras(pre train dog data set)

breeds dog keras notebook python tensorflow

Last synced: 16 Jan 2025

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

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 Python Frameworks and Tools 21 R Tools, Libraries, and Frameworks 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Swift Learning Resources 16 Computer Vision Learning Resources 16