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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/aiday-mar/keras-image-classification

Jupyter Notebook created for classifying images using neural networks, done for EPFL

deep-learning jupyter-notebook keras machine-learning neural-networks python university-project

Last synced: 05 Jan 2025

https://github.com/cloxnu/omegalab

🧪⚗️🔭🔬🧬🦠🧫🌡 Omega AI Research Laboratory

ai cnn jupyter-notebook keras keras-neural-networks keras-tensorflow tensorflow

Last synced: 13 Jan 2025

https://github.com/tanyachutani/wandb-tensorflow2.x

Exploring weights and biases platform for model reproducibility

classification keras mlops reproducibility tensorflow2 tf2 wandb weights-and-biases

Last synced: 10 Jan 2025

https://github.com/vasukalariya/natural-scene-text-detection-and-recognition

It is based on the concept of Natural Scene Text Detection and Recognition used to extract texts from the images.

cnn image-processing keras opencv-python recognition text-detection

Last synced: 21 Jan 2025

https://github.com/aaaastark/accelerometer-sensors-analysis

Time Series Analysis: Accelerometer Sensors of Object Inclination and Vibration. Time Series Analysis by using different (State of Art Models) Machine and Deep Learning. Recurent Neural Network with CuDNNLSTM Model, Convolutional Autoencoder, Residual Network (ResNet) and MobileNet Model.

accelerator accelerometer convolutional-autoencoder cudnnlstm inclination keras markov-transition-fields matplotlib moblienet pandas python recurrent-neural-network residual-network sensor sensors-data-collection skleran tensorflow time-series-analysis vibration-analysis vibration-sensor

Last synced: 15 Jan 2025

https://github.com/nrubin29/3d-or-not

Determine if the object in a given image is 3D printed or not.

classifier keras keras-js react

Last synced: 20 Jan 2025

https://github.com/aloiscrr/face-detection-mobilenet

Face detection using tensorflow, keras and MobileNet convolutional networks

keras keras-tensorflow mobilenetv2 tensorflow2

Last synced: 11 Jan 2025

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: 21 Dec 2024

https://github.com/achint08/depth-2d-keras

Deep Learning model to get depth data from 2d images directly. Implemented on tensorflow keras.

2d-images 3d-reconstruction deep-learning depth-data-extraction depth-estimation keras monocular-depth-estimation tensorflow

Last synced: 30 Nov 2024

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 29 Dec 2024

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 Dec 2024

https://github.com/salvacorts/keras_evosearch

Keras hyperparameter optimization with Evolutionary Algorithms

evolutionary-algorithms grpc keras protobuf tensorflow

Last synced: 22 Jan 2025

https://github.com/tianxiaomo/keras_detection

Keras implementation of detection model.

cv detection keras

Last synced: 14 Jan 2025

https://github.com/kaushalprajapatikp/lstm_rnn_nifty_50_prediction_next_day

This project is created for stock price prediction of Nifty50 index using LSTM neural networks. This project forecasts the next day's stock prices based on historical data from the Nifty 50 index, utilizing data preprocessing, feature scaling, and model training with TensorFlow and Keras. This app is deployed on Streamlit platform.

artificial-intelligence deep-learning keras lstm-neural-networks machine-learning neural-network tensorboard tensorflow

Last synced: 29 Dec 2024

https://github.com/mohammad95labbaf/brain-tumor-transferlearning

The Brain Tumor MRI Dataset from Kaggle is employed for automated brain tumor detection and classification research. Investigated methods include using pre-trained models (VGG16, ResNet50, and ViT). 🧠🔍

cnn cnn-keras deep-learning deep-neural-networks deeplearning kaggle-dataset keras keras-tensorflow neural-network neural-networks pretrained-models resnet-50 transfer-learning tumor-classification tumor-detection vgg16 vision vision-transformer vit

Last synced: 13 Jan 2025

https://github.com/omaraflak/gender-prediction

Name to Gender prediction. Trained on French names.

keras lstm neural-network rnn

Last synced: 19 Dec 2024

https://github.com/osbm/kaggle-keras-weights-dataset

segmentation models baseline weight trained on imagenet

dataset deep-learning keras

Last synced: 06 Dec 2024

https://github.com/thomasthaddeus/ai-ml-project

This repository is dedicated to building a computer vision model, primarily focused on detecting potholes. The model is trained on a variety of datasets and is designed to assist urban municipalities in improving road maintenance and repair procedures.

ai keras machine-learning preprocessing python tensorflow

Last synced: 22 Jan 2025

https://github.com/kazuhito00/tf2-keras-explain-examples

Tensorflowの可視化解釈ライブラリ(tf-explain、Grad-CAM等)のJupyter上での実行例。

gradcam keras tensorflow tf-explain

Last synced: 23 Jan 2025

https://github.com/aajanki/kalevala-rnn

Recurrent neural network imitates Kalevala

char-rnn keras neural-network tensorflowjs text-generation

Last synced: 08 Jan 2025

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: 21 Jan 2025

https://github.com/vishalshenoy2002/digit-recognition

This a Machine Learning Project which Recognises handwritten digits .i.e. 0 to 9.

hand-written-recognition keras keras-tensorflow machine-learning python python-3 python3 tenserflow

Last synced: 13 Jan 2025

https://github.com/360macky/fashionitem-classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 07 Oct 2024

https://github.com/gallo13/pattern-rec-neural-networks-image-classification_2

Image Classification with Convolutional Neural Networks: Imablance, Performance Evaluation, Ensembling (Final 2)

cnn convolutional-neural-networks ensemble-machine-learning image-classification image-processing jupyter-notebook keras tensorflow

Last synced: 26 Jan 2025

https://github.com/johnnixon6972/resnets

Implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 in TensorFlow 2, based on the "Deep Residual Learning for Image Recognition" paper by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

convolutional-neural-networks keras neural-network resnet tensorflow

Last synced: 10 Oct 2024

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

a repo2docker image with keras installed along tensorflow

docker forward keras repo2docker tensorflow

Last synced: 13 Jan 2025

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: 21 Dec 2024

https://github.com/justindavies/cocoonaks

Demo for Edinburgh OSS Summit

aks azure demo keras kubernetes tensorflow virtual-kublet

Last synced: 09 Dec 2024

https://github.com/hamidzr/next-block-prediction

Next block prediction in the block base visual programming environment, NetsBlox

keras rnn tensorflow word2vec

Last synced: 21 Jan 2025

https://github.com/techeng322/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 28 Dec 2024

https://github.com/danielstankw/vgg16_xray_image_classifier

Image Classification (3 classes) using VGG-16 Deep Learning Model

covid-19 image image-classification keras tensorflow2 vgg16

Last synced: 02 Jan 2025

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/sefakcmn00/tensorflow_car_price_analysis

In this project, after extracting the data sets as csv, we tried to represent the car prices graphically and schematically by using data analysis and data visualization methods. We checked the connection of the car prices we analyzed with other data, then we created a 4-layer and 12-neuron system.

data datatrain keras machine-learning matplotlib-pyplot pandas seaborn sklearn tensorflow

Last synced: 13 Jan 2025

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: 13 Jan 2025

https://github.com/drxwat/scanned_digits_recognition

Scanned digits detector and classifier (CNN, OpenCV)

classifier keras ocr opencv scanned-documents

Last synced: 07 Jan 2025

https://github.com/lukashedegaard/keras-visual

Visualisation framework for Tensorflow Keras models

explanation keras tensorflow visualization

Last synced: 06 Jan 2025

https://github.com/cassanof/patient_api

A full-stack app that predicts cancer diagnosis using machine learning

cancer-detection golang keras machine-learning postgresql rest-api tensorflow

Last synced: 29 Nov 2024

https://github.com/milankinen/c2w2c

C2W2C language model from my Master's Thesis

deep-learning deep-neural-networks keras nlp recurrent-neural-networks theano

Last synced: 19 Jan 2025

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: 17 Dec 2024

https://github.com/danibcorr/streamlit-sales-suite

📊 An all-encompassing web platform for data analysis and visualization, powered by Streamlit, complemented by an automated item classifier that streamlines the process of label assignment.

data-analysis data-science data-scraping data-visualization deep-learning insights keras machine-learning mlflow mlops numpy pandas plotly python sales sales-analysis streamlit streamlit-dashboard tensorflow

Last synced: 21 Jan 2025

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 07 Jan 2025

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: 17 Dec 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: 17 Dec 2024

https://github.com/prashver/stock-price-prediction-lstm

Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM), this project predicts Nestle India stock prices. The dataset spans from May 18, 2018 to May 20, 2022, and results are visualized using matplotlib.

keras lstm-model matplotlib numpy pandas recurrent-neural-network

Last synced: 14 Jan 2025

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: 21 Dec 2024

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 13 Jan 2025

https://github.com/prithivsakthiur/data-board

Data Boards - Visualization of various plots ( Analysis )

data-analysis gradio huggingface keras mathplotlib pandas plots pyplot scikit-learn seaborn spaces

Last synced: 21 Dec 2024

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 21 Dec 2024

https://github.com/hoduy511/recommend-songs-based-on-emotion

This project is an application that performs real-time emotion detection using computer vision and recommends songs based on the detected emotions. It utilizes OpenCV for face detection and a pre-trained deep learning model for emotion recognition. The recommended songs are fetched from the Spotify API.

keras opencv python3 streamlit tensorflow

Last synced: 26 Jan 2025

https://github.com/gabboraron/intro_to_deep_learning-kaggle_course

Use TensorFlow and Keras to build and train neural networks for structured data.

deep-learning kaggle-courses keras tensorflow

Last synced: 20 Dec 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/aja512/tweet-emotion-recognition

Created a Recurrent Neural Network (RNN) and used it to train it on a tweet emotion dataset to learn to recognize emotions in tweets. The dataset has thousands of tweets each classified in one of 6 emotions. This is a multi class classification problem in the natural language processing domain.

confusion-matrix keras natural-language-processing python3 recurrent-neural-networks tensorflow2 tweets

Last synced: 27 Dec 2024

https://github.com/jsmatias/ai-dino-game

A Python project that uses a neural network to learn and play the Google Chrome Dino Game.

keras neural-network python tensorflow

Last synced: 13 Jan 2025

https://github.com/svtter/keras3-template

A simple template for keras3 project.

jax keras keras3

Last synced: 21 Dec 2024

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/venkat-a/stocks-price-analysis-and-recommendation

Analyzing and predicting the stock prices,multiple machine learning models, including LSTM (Long Short-Term Memory), Prophet, and others

arima bollinger-bands keras lstm minmaxscaler prophet-facebook sarimax-model tensorflow timeseries-forecasting

Last synced: 21 Dec 2024

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/amber-abuah/rnn-poem-generation

Recurrent Neural Network that can infinitely generate poetry, trained using Tensorflow.

generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow

Last synced: 21 Dec 2024

https://github.com/cm-600/fashion-image-classification

My Streamlit Space for Fashion-MNIST Image Classification with a ViT on Hugging Face

huggingface keras python streamlit tensorflow transformers

Last synced: 22 Jan 2025

https://github.com/huangcongqing/keras

Keras学习

keras keras-tensorflow

Last synced: 15 Dec 2024

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/yash-rewalia/emotion_detection_cnn_deep_learning

This project focuses on emotion detection using Convolutional Neural Networks (CNN), implementing and comparing four models: a custom CNN, a custom CNN with data augmentation, VGG16, and ResNet50v2 for accurate emotion recognition from images.

deep-learning deep-neural-networks emotion-detection keras machine-learning python tensorflow

Last synced: 21 Dec 2024

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/abhaypancholi/transformer_summarizer

This project is focused on making use of the transformer as a summarizer while using the two form of attention mechanism. All the code for the transformer is implemented from scratch in order to understand the in-depth working of each component.

attention-mechanism encoder-decoder-model keras natual-language-processing tensorflow transformer transformer-architecture

Last synced: 21 Dec 2024

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/alvii147/banglanotepad

Bengali character and numeral recognition project

css flask javascript keras pillow pyqt5 python tensorflow

Last synced: 25 Dec 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/pradeep31747/smartsuggest-personalized_product_recommendations

This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.

jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode

Last synced: 21 Dec 2024

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

Config files for my GitHub profile.

gan keras mnist

Last synced: 07 Jan 2025

https://github.com/shortthirdman/predictorxvault-cookbook

Master Machine Learning: A Collection of Classification & Regression Algorithms in Action

classification-algorithm jupyter-notebook jupyterlab keras matplotlib numpy pandas python python3 pytorch regression regression-models tensorflow

Last synced: 20 Jan 2025

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: 13 Dec 2024

https://github.com/melihemin/tumor-segmentation

Deep learning model to detect stroke symptoms using Keras UNet

keras python unet

Last synced: 21 Dec 2024

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/minhosong88/wide_and_deep_network_bank_marketing

This project is part of a lab assignment where we explored the application of wide and deep networks to the Bank Marketing dataset.

keras machine-learning neural-network optimization python tensorflow wide-and-deep

Last synced: 21 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 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