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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.

GitHub: https://github.com/topics/keras
Wikipedia: https://en.wikipedia.org/wiki/Keras
Repo: https://github.com/keras-team
Created by: François Chollet
Released: March 27, 2015
Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
Last updated: 2024-11-07 00:15:58 UTC
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https://github.com/burcgokden/llm-from-power-law-decoder-representations

Implementation of PLDR-LLM: Large Language Model from Power Law Decoder Representations

dag deep-learning directed-acyclic-graph keras large-language-models llm machine-learning natural-language-processing nlp pldr-llm power-law-decoder-representations power-law-graph-attention tensorflow transformer

Last synced: 01 Nov 2024

https://github.com/ravindramohith/find_me_out

Face recognition system using a Convolutional Neural Network (CNN) with TensorFlow and OpenCV

convolutional-neural-networks deep-learning face-recognition keras machine-learning opencv tensorflow

Last synced: 03 Nov 2024

https://github.com/vishal-v/tiny-imagenet-challenge

Code and final submission for the Tiny ImageNet Challenge. Trained on Google colab and finished top 5 among 1072 participants

cnn-classification deep-learning imaug keras tensorflow tiny-imagenet tiny-imagenet-challenge

Last synced: 28 Oct 2024

https://github.com/harmanveer2546/music-genre-classification

Classifying the genre of a music using deep neural networks.

cnn deep-learning ipython keras knn labelencoder librosa music numpy pandas pickle python scipy sequential svc tensorflow

Last synced: 12 Oct 2024

https://github.com/sayannath/linear-app

An ANN model is built and trained and exported to tflite format. Then it is integrated into Android App.

android ann deep-learning deep-neural-networks java keras machine-learning tensorflow tflite

Last synced: 24 Oct 2024

https://github.com/akash-nath29/image-classifier

A Machine Learning Model capable to detect person's mood (happy or sad) from image

deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models

Last synced: 01 Nov 2024

https://github.com/gaizkiaadeline/text-classification-model-using-lstm-and-word2vec-vectorization

This repository contains a text classification model using LSTM, Word2Vec embeddings, and the Adam optimizer for efficient training and classification of textual data. The model classifies textual data based on pre-trained word vectors and is built with TensorFlow and Keras.

adam-optimizer keras lstm tensorflow word2vec

Last synced: 24 Oct 2024

https://github.com/sayannath/noise-reduction-using-auto-encoders

Noise Reduction of Images using Auto Encoders.

autoencoder-mnist autoencoders keras tensorflow tflite

Last synced: 24 Oct 2024

https://github.com/sreeeswaran/handwritten-digit-classification

This project implements a Convolutional Neural Network (CNN) to classify handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.

classification-model cnn cnn-classification cnn-keras deep-learning handwritten-digit-recognition handwritten-text-recognition keras keras-classification-models keras-models keras-tensorflow mnist mnist-classification mnist-dataset mnist-handwriting-recognition tensorflow

Last synced: 03 Nov 2024

https://github.com/beenish-ishtiaq/dep-task-3-customer-churn-prediction

A machine learning project to predict customer churn using an Artificial Neural Network (ANN) model. The goal is to accurately classify customers who are likely to churn based on their demographic and service usage information.

churn-prediction customer-churn-prediction data-science deep-learning keras machine-learning neural-network tensorflow

Last synced: 03 Nov 2024

https://github.com/vsoch/repo2docker-keras

a repo2docker image with keras installed along tensorflow

docker forward keras repo2docker tensorflow

Last synced: 14 Oct 2024

https://github.com/aezata/fashion_mnist-keras-model

A simple Fashion_mnist Keras model that I coded.

deep-learning deep-neural-networks fashion-mnist keras keras-models keras-neural-networks

Last synced: 03 Nov 2024

https://github.com/brayvid/engine-detection

Flatiron School Data Science Bootcamp Phase 4 Project

audio-analysis classification convolution data-science kaggle keras librosa machine-learning neural-network spectrogram xgboost

Last synced: 03 Nov 2024

https://github.com/abhinavsharma07/hand_gesture_recognition-deep_learning

The objective of this project is to recognize hand gestures using state-of-the-art neural networks.

cnn deep-learning keras lstm modelevaluation recurrent-neural-networks rnn tensorflow

Last synced: 03 Nov 2024

https://github.com/filippofilip95/neural-networks-experiments

Experiments with neural networks and machine learning.

artificial-intelligence keras lstm machine-learning mnist neural-network tensorflow

Last synced: 17 Oct 2024

https://github.com/vsoch/keras-r

simple container with R wrapper for Keras neural network library

container docker keras keras-r rstudio-keras

Last synced: 14 Oct 2024

https://github.com/nazanin1369/keras-transfer-learning

VGG, RasNet and Inception architectures transfer learning

keras rasnet transfer-learning vggnet

Last synced: 11 Oct 2024

https://github.com/qinhanmin2014/keras-datasets

For those who are behind the Great Wall

datasets keras

Last synced: 28 Oct 2024

https://github.com/adamvvu/tf_compactprogbar

A simple and compact one-line progress bar for TensorFlow 2 Keras.

keras keras-callback tensorflow tensorflow-addons tensorflow2

Last synced: 24 Oct 2024

https://github.com/mounishvatti/machine-learning

Neural Networks, TensorFlow, Keras, Natural Language Processing

algorithms keras machine-learning natural-language-processing neural-networks tensorflow

Last synced: 03 Nov 2024

https://github.com/naivenlp/rapidnlp-datasets

Data pipelines for both TensorFlow and PyTorch!

dataset-loader keras masked-language-models pytorch question-answering sequence-classification simcse tensorflow token-classification

Last synced: 03 Nov 2024

https://github.com/sevilaymuni/multivariate-timeseries-forecast-lstm-apple-google-stocks

Complete guide to create robust LSTM models for forecasting stock price

deep-learning forecasting-models gridsearchcv keras lstm-neural-networks machine-learning rnn-lstm sklearn-metrics stock-market tensorflow visualization

Last synced: 13 Oct 2024

https://github.com/coditheck/tensorflow

TensorFlow is an open source Machine Learning library, created by Google, for developing and running Machine Learning and Deep Learning applications.

deep-learning deep-neural-networks keras machine-learning neural-network python tensorflow tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/metriccoders/metriccoders_indic_models

This is the Metric Coders Model Hub that contains the fastest growing indic ML models.

keras machine-learning nlp sentiment-analysis sklearn tensorflow

Last synced: 05 Nov 2024

https://github.com/jonad/dog_detection_app

Identify dog breeds using Convolutional Neural Network.

convolutional-neural-networks keras neural-network numpy opencv-python pandas resnet-50 scikitlearn-machine-learning transfer-learning vgg19

Last synced: 07 Nov 2024

https://github.com/aveek-saha/transformer

A TensorFlow 2.0 Implementation of the Transformer: Attention Is All You Need

attention-is-all-you-need attention-mechanism attention-network keras tensorflow2 transformer

Last synced: 05 Nov 2024

https://github.com/choidae1/machine-deeplearing-study

Repo for learning 「혼자 공부하는 머신러닝+딥러닝」(한빛 미디어)

colab keras python tensorflow tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/sayannath/sanus-web

A CADx Platform

cadx deep-learning disease-prediction keras machine-learning tensorflow

Last synced: 24 Oct 2024

https://github.com/yjg30737/pyqt_nsfw_image_filter_gui

Filter(remove) the NSFW(not safe for work) images in a certain directory recursively, backup every images before it

image-classification keras nsfw nsfw-classifier nsfw-detection nsfw-recognition pyqt pyqt5 pyqt5-gui python3

Last synced: 07 Nov 2024

https://github.com/sayannath/transfer-learning-dsckiit

Transfer Learning Method is used to detect whether it is cat or dog.

cats dogs image-classification inceptionv3-model keras tensorflow2 transfer-learning

Last synced: 24 Oct 2024

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 03 Nov 2024

https://github.com/fabiangroeger96/wandb-callbacks

Additional Callbacks for Weights & Biases to monitor your models even better :mag_right:

callback experiment-track hyperparameter-search keras machine-learning tensorflow weights-and-biases

Last synced: 24 Oct 2024

https://github.com/aakanksha1406/fake-news-classifier

to identify when an article might be fake news

keras lstm lstm-neural-networks nltk python scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/cyberzhg/keras-succ-reg-wrapper

A wrapper that slows down the updates of trainable weights.

keras regularization wrapper

Last synced: 30 Sep 2024

https://github.com/abhaskumarsinha/Corpus2GPT

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 20 Oct 2024

https://github.com/vermavinay982/age-gender-classifier-vggface

Age prediction by classification instead of regression to find age specific features. Trained on 22k images scraped from Wikipedia.

computer-vision deep-learning keras machine-learning

Last synced: 30 Oct 2024

https://github.com/vermavinay982/autoencoder-mnist-clustering

Applied KMeans to Cluster MNIST features generated via Autoencoders. Unsupervised Learning.

artificial-intelligence autoencoder decoder deep-learning encoder keras machine-learning mnist python supervised-learning tensorflow unsupervised unsupervised-learning

Last synced: 30 Oct 2024

https://github.com/ducthienbui97/pokedex

I am making a real pokedex with a model 85% accuracy top 1, 91% top 3, 93% top 5

classifier cnn cnn-keras deep-learning deep-neural-networks jupyter-notebook keras pokemon python tensorflow

Last synced: 30 Oct 2024

https://github.com/yashk2810/cifar-10

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 30 Oct 2024

https://github.com/sid911/tensorflowbasics

Just some basics of tensorflow using keras api and subclassing api

keras python tensorflow-examples tensorflow2

Last synced: 12 Oct 2024

https://github.com/danmorales/fraud_detection

Modelagem para detecção de fraudes em cartões de crédito

credit-card-fraud deep-learning deep-neural-networks fraud-detection fraud-prevention keras machine-learning python

Last synced: 07 Nov 2024

https://github.com/aocenas/keras_elastic_callback

elasticsearch keras machine-learning

Last synced: 14 Oct 2024

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

Final project for the Computational Intelligence and Deep Learning course at University of Pisa.

convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow point-cloud pointcloud pointclouds tensorflow2

Last synced: 07 Nov 2024

https://github.com/willyfh/federated-learning-tensorflow

An unofficial implementation of Federated Learning: Communication-Efficient Learning of Deep Networks from Decentralized Data (AISTATS 2017)

deep-learning federated-learning image-classification keras neural-network tensorflow

Last synced: 03 Nov 2024

https://github.com/mayuanyang/smartstock

keras lstm stock-prediction tensorflow

Last synced: 12 Oct 2024

https://github.com/mr-dhruv/smoothy

A comprehensive pipeline for shape classification, regularization, symmetry detection, and curve completion.

cnn keras rdp tensorflow

Last synced: 03 Nov 2024

https://github.com/marcelo-earth/fashionitem-classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 30 Oct 2024

https://github.com/marcogdepinto/panoramamodelserving

Using Java and deeplearning4j to serve a Keras model.

deep-learning deep-neural-networks deeplearning deeplearning4j java keras python

Last synced: 11 Oct 2024

https://github.com/psavarmattas/understanding-and-predicting-trends-of-mental-health-in-tech-industry

Mental health has become a huge issue in recent times and the tech industry is no exception. This research paper aims to understand the trends of mental health in the tech industry and predict the trends of mental health in the tech industry.

classifier keras machine-learning python research-paper sklearn tensorflow

Last synced: 07 Nov 2024

https://github.com/dr413677671/quantflow-deep-learning-quant-framework

A Light-weight Deep-learning Quant Framework

deep-learning keras matplotlib quantitative-finance scikit-learn seaborn signal-analysis signal-processing tensorflow

Last synced: 22 Oct 2024

https://github.com/ryandsilva/machine-learning-starters

Common Machine Learning Examples :computer:

decision-trees deep-learning genetic-algorithm keras lightfm machine-learning naive-bayes nlp object-detection opencv pandas python random-forest scikit-learn scikit-surprise svm svr tensorflow textblob tpot

Last synced: 20 Oct 2024

https://github.com/koji/ml

machine learning

keras machinelearning opencv python pyto tensorflow tensorflowjs tutorial

Last synced: 05 Nov 2024

https://github.com/rahulguptagzb09/youtube-scrapper-and-category-classifier

YouTube Scrapper And Category Classifier

deep-learning keras machine-learning sklearn youtube youtube-api youtube-api-v3 youtube-search

Last synced: 19 Oct 2024

https://github.com/piotrlaczkowski/keras-data-processor

Data Preprocessing model based on Keras preprocessing layers that can be used as a standalone model or incorporated to Keras model as first layers.

data keras layers preprocessing tensorflow

Last synced: 11 Oct 2024

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 30 Oct 2024

https://github.com/ushariranasinghe/fire-detection

CNN for fire detection using OpenCV techniques to enhance image features, achieving robust performance with TensorFlow and Keras.

cnn-classification keras opencv pandas tensorflow2

Last synced: 13 Oct 2024

https://github.com/jonasricker/autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.

cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow

Last synced: 11 Oct 2024

https://github.com/veb-101/machine-learning-practice

Contains code-works from the Hands on scikit-learn and tensorflow book

deep-learning keras machine-learning python3 scikit-learn tensorflow-gpu

Last synced: 05 Nov 2024

https://github.com/vermavinay982/autoencoder-super-resolution

Experiment to enhance image resolutions without GANs by using autoencoder. Input being a small image.

autoencoder deep-learning keras resolution

Last synced: 30 Oct 2024

https://github.com/dulajkavinda/live-sketching

✍️ Converting live video stream from webcam into a sketch using OpenVC and Keras

added image-filtering keras machinelearning matplotlib numpy opencv python

Last synced: 26 Oct 2024

https://github.com/alicerunsonfedora/abysima

A machine learning experiment with generating languages.

coreml generative-models keras lingustics recurrent-neural-networks swiftui

Last synced: 29 Oct 2024

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 30 Oct 2024

https://github.com/wuweiweiwu/qwop-thesis

Honors Thesis completed under the supervision of Maria Gini and James Parker. Cum Laude. :sparkler:

cum-laude honors keras qwop thesis

Last synced: 13 Oct 2024

https://github.com/t-systems-on-site-services-gmbh/coocop

Copyout and CopyPairing implementation

image-augmentation image-processing keras machinelearning neural-networks python

Last synced: 11 Oct 2024

https://github.com/sandeepnmenon/generative-adverserial-networks

Research paper implementations of different GAN models

artificial-images dcgan gan keras keras-dcgan unsupervised-learning

Last synced: 15 Oct 2024

https://github.com/arrrsunny/blockyai

This is the educational project that allow user to build up their own AI model with various blocks:

ai blocks keras python3 tensorflow

Last synced: 03 Nov 2024

https://github.com/easonlai/tensorflow_covid-19_classification_by_chest_x-ray

Tensorflow COVID-19 Classification by Chest X-Ray

cnn cnn-classification cnn-model convolutional-neural-networks deep-learning deep-neural-networks deeplearning densenet healthcare keras keras-tensorflow machine-learning machinelearning medical medical-image-processing medical-imaging tensorflow tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 03 Nov 2024

https://github.com/meetptl04/imagestyletranfer

This project demonstrates how to apply neural style transfer using TensorFlow and a pre-trained VGG19 model. The goal is to combine the content of one image with the style of another to create a stylized image. The repository includes code for image processing, loss computation, style transfer, and visualization

image-processing jupyter-notebook keras matplotlib tenserflow

Last synced: 04 Nov 2024

https://github.com/frostbyte012/apni_mitra

A Deep Learning Model that instantly recognizes your emotions and mental health using deep learning neural network libraries and suggests whether a person is annoyed, happy, neutral, depressed, and sad and suggests whether necessary steps should be taken to help them or not.

keras keras-tensorflow opencv-python python tensorflow tensorflow-examples tensorflow2

Last synced: 03 Nov 2024

https://github.com/sirbradflies/sibyl

ai keras ml pipeline

Last synced: 11 Oct 2024

https://github.com/savinrazvan/image_similarity

Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.

computer-vision convolutional-neural-networks cosine-similarity deep-learning feature-extraction image-comparison image-processing image-similarity keras pre-trained-models python vgg16

Last synced: 10 Oct 2024

https://github.com/c17hawke/c17hawke-youtube

Docs for my YouTube channel

ai c17hawke docs keras python pytorch tensorflow2 tutorial youtube

Last synced: 16 Oct 2024

https://github.com/uea-geral/rna-garbage-classification

🗑Domestic Garbage Classification built in Python and Keras

cnn garbage-classification jupyter keras python

Last synced: 11 Oct 2024

https://github.com/ivanyu/kaggle-digit-recognizer

Kaggle's "Digit Recognizer" competition

kaggle keras machine-learning scikit-learn

Last synced: 15 Oct 2024

https://github.com/kamakshi4023/brain-tumour-detection

ML based project which uses various techniques to build a hybrid model for identifying brain tumour in MRI images

jupyter-notebook keras machine-learning ml numpy python seaborn sklearn sklearn-metrics tensorflow

Last synced: 09 Oct 2024

https://github.com/olucaslopes/draw2text

AI-powered drawing recognition app that uses advanced machine learning algorithms to detect numbers in drawing sketches

cloudinary computer-vision deep-learning digit-recognition drawing-recognition handwriting-recognition image-classification image-processing image-segmentation keras keras-tensorflow machine-learning mnist neural-networks numpy opencv pandas python streamlit tensorflow

Last synced: 11 Oct 2024

https://github.com/sshh12/halite-iii-ai-bot

A Bot for Two Sigma's AI Competition.

deep-learning halite halite3 keras reinforcement-learning supervised-learning u-net

Last synced: 05 Nov 2024

https://github.com/bertuginal/face-mask-detection

Real-time face mask detection with opencv, keras/tensorflow

deep-learning keras machine-learning opencv python tensorflow

Last synced: 07 Nov 2024

https://github.com/angelmtenor/aind-deep-learning

Deep Learning and Applications

convolutional-neural-networks deep-neural-networks keras natural-language-processing recurrent-neural-networks

Last synced: 11 Oct 2024

https://github.com/Krisseck/hki-traffic-predict

Keras neural network to predict traffic in Helsinki

avoindata helsinki keras numpy open-data python traffic

Last synced: 05 Aug 2024

https://github.com/florianwoelki/titanic_classification

This is a binary classification problem for the titanic dataset.

deep-learning jupyter-notebook kaggle keras machine-learning python tensorflow titanic titanic-dataset

Last synced: 14 Oct 2024

https://github.com/crivero7/rackioai

Rackio Artificial Intelligence for automation and control industry as a web service

ai keras keras-deep-learning keras-neural-networks python rackio tensorflow2

Last synced: 13 Oct 2024

https://github.com/m-romanenko/dog-project

Dog breed classifier

cnn keras python transfer-learning xception

Last synced: 11 Oct 2024

https://github.com/arif-miad/activation-function

artificial-intelligence convolutional-neural-networks data-science deep-neural-networks keras

Last synced: 13 Oct 2024

https://github.com/mstazherova/im-cyclegan

🤓 Applying cycle-consistent adversarial networks to the face attribute manipulation problem.

computer-vision cyclegan gan image-translation keras tensorflow

Last synced: 27 Oct 2024

https://github.com/exortions/diabetes-prediction-with-neural-networks

Predicting if a patient has diabetes based on a training set with an accuracy of ~80%

keras keras-tensorflow matplotlib matplotlib-pyplot neural-network pandas pandas-dataframe pandas-python python python3 reinforcement-learning reinforcement-learning-algorithms seaborn sklearn tensorflow training-data training-project

Last synced: 07 Nov 2024

https://github.com/margaretmz/image-segmentation

image segmentation

computer-vision deep-learning keras segment tensorflow

Last synced: 06 Nov 2024

https://github.com/en10/transfer-learning

Concise Example of Transfer Learning in Keras & TensorFlow 2.0

keras keras-classification-models tensorflow tensorflow-examples tensorflow2 transfer-learning

Last synced: 03 Nov 2024

https://github.com/grascya/brain-tumours-classification-cnn

Predict Brain tumors (glioma, meningioma & pituitary) Using a Convolutional Neural Network

brain-tumor-classification cnn-classification deep-learning keras neural-networks tensorflow

Last synced: 12 Oct 2024

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

FastAI Deep Learning for Coders course Stable Diffusion implementation

keras pytorch stable-diffusion tensorflow2

Last synced: 30 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/dkosarevsky/zebrate

Zebrate app

deep-learning deeplearning keras python pytorch streamlit

Last synced: 03 Nov 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/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