Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 2024-11-08 00:15:56 UTC
- JSON Representation
https://github.com/robertlucian/practical-machine-learning
keras machine-learning python sklearn
Last synced: 13 Oct 2024
https://github.com/gbenson/bkdk
Block game machine learning thing
keras machine-learning neural-networks tensorflow
Last synced: 31 Oct 2024
https://github.com/florianwoelki/aerial_cactus_cnn
A CNN for an aerial cactus classification competition.
aerial-cactus classification cnn keras tensorflow
Last synced: 14 Oct 2024
https://github.com/aghabeiki/keras-predict
A Node.JS Native add-ons to run Keras trained model.
cpp17 keras ml napi nodejs prediction
Last synced: 03 Nov 2024
https://github.com/mpoojithavigneswari/sentiment-analysis
The primary goal of this project is to build a sentiment analysis model that can predict the sentiment of a given review (positive or negative).
deep-learning keras machine-learning nlp python rnn-lstm scikit-learn tensorflow
Last synced: 10 Oct 2024
https://github.com/darkmatter18/keras_model_deployment_flask
A Simple way to deploy your tensorflow.keras model using Flask
flask keras serving tensorflow
Last synced: 24 Oct 2024
https://github.com/jayita11/ann-classification-customer-churn-prediction
The project predicts bank customer churn using an Artificial Neural Network (ANN). It includes data preprocessing, model training with TensorFlow and Keras, and deployment via a Streamlit app. The model's performance is visualized using TensorBoard, showcasing effective machine learning techniques for customer retention.
artificial-neural-networks customer-churn deep-learning keras machine-learning python streamlit tensorflow
Last synced: 03 Nov 2024
https://github.com/imdeepmind/digitrecognition
Simple Digit Recognition Web App using CNN
artificial-intelligence artificial-neural-networks classification computer-vision convolutional-neural-networks deep-learning flask keras machine-learning mnist python3
Last synced: 11 Oct 2024
https://github.com/sondosaabed/introduction-to-deep-learning-with-keras
Using Keras in deep learning, covering tasks like predicting asteroid trajectories, binary classification of real and fake dollar bills, and reconstructing noisy images with neural networks.
deep-learning keras neural-network
Last synced: 06 Nov 2024
https://github.com/geo-tp/image-ocr
Continuity of keras-ocr to work with the latest versions of python. A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
ai character image keras ocr recognition
Last synced: 26 Sep 2024
https://github.com/zakirangwala/emotion-classifier
The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.
artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow
Last synced: 26 Sep 2024
https://github.com/shreenidhi7700/handwritten-digit-recognition-using-machine-learning-artificial-and-convolutional-neural-network
Classify a given image of handwritten digit into one of the 10 classes representing integer values from 0 to 9 using Machine and Deep learning algorithms, and compare between various models and find the classifier that works best for our project problem.
convolutional-neural-networks jupyter-notebook keras python3 tensorflow
Last synced: 10 Oct 2024
https://github.com/lakshitalearning/codsoft
Machine Learning Projects - CODSOFT Internship: This repository showcases my machine learning projects completed during my internship at Codsoft. It demonstrates my skills in developing innovative solutions using various ML techniques and tools.
churn-prediction codsoft codsoftinternship deep-learning handwritten-text-recognition internship-project keras machine-learning python rnn-tensorflow scikit-learn spam-detection
Last synced: 03 Nov 2024
https://github.com/minhosong88/cnns_food_classification
This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.
adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow
Last synced: 03 Nov 2024
https://github.com/matimortari/shakespeare
Train and generate a Shakespeare-based text using an LSTM (Long Short-Term Memory) model.
keras lstm neural-network numpy python shakespeare tensorflow
Last synced: 03 Nov 2024
https://github.com/ashishtukaral/sign-language-recognition-using-ai
A real-time Sign Language Recognition system using AI to translate hand signs into text and speech, enhancing communication for individuals with hearing impairments. This web application leverages neural networks and computer vision to provide accurate and accessible translation.
ann classification cnn computer-vision deep-learning flask keras machine-learning matplotlib neural-network numpy oops opencv pandas python3 tensorflow
Last synced: 03 Nov 2024
https://github.com/md-emranhossen/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow
Last synced: 10 Oct 2024
https://github.com/amber-abuah/rnn-poem-generation
A Recurrent Neural Network that can infinitely generate poetry. Trained using Tensorflow & Python.
generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow
Last synced: 03 Nov 2024
https://github.com/shreenidhi7700/rice-leaf-disease-prediction-using-convolutional-neural-network
Classifying images of rice leaf disease plants into various disease categories using Convolutional Neural Network
convolutional-neural-networks efficientnet inceptionv3 jupyter-notebook keras machine-learning matplotlib numpy os python resnet50 seaborn shutil-python tensorflow transfer-learning xception
Last synced: 03 Nov 2024
https://github.com/melihemin/tumor-segmentation
Deep learning model to detect stroke symptoms using Keras UNet
Last synced: 03 Nov 2024
https://github.com/sondosaabed/datacamp-deep-learning-track
Advanced deep learning concepts, utilizing Keras and TensorFlow to explore neural networks, model optimization, and practical applications
datacamp deep-learning keras python
Last synced: 06 Nov 2024
https://github.com/iambedant/cmrit-deeplearning-techtalk-demo
Sample code for "Introduction to Deep Learning and Neural Networks" presentation.
deeplearning keras mnist neural-network tensorflow
Last synced: 31 Oct 2024
https://github.com/hayatiyrtgl/dcgan_mnsit
This code implements a DCGAN to generate realistic images of handwritten digits from the MNIST dataset, training the generator and discriminator alternatively for a set number of epochs.
gan gans generative-adversarial-network generator keras python tensorflow
Last synced: 05 Nov 2024
https://github.com/amiriiw/digit_classification
Welcome to the Digit Classification Project! This project focuses on training a model to classify handwritten digits and using the trained model to predict digits from new images.
digit-classification keras mysql mysql-database numpy os sklearn tensorflow
Last synced: 03 Nov 2024
https://github.com/ledsouza/deep-learning-noticias
Este projeto visa construir dois modelos de Machine Learning: um para classificar notícias em diferentes categorias e outro para realizar o autocomplete de texto, prevendo a próxima palavra em uma frase. O conjunto de dados fornecido consiste em notícias de um site de notícias, já pré-processadas e armazenadas em um arquivo CSV.
deep-learning keras machine-learning python scikit-learn tensorflow
Last synced: 10 Oct 2024
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: 31 Oct 2024
https://github.com/ramarav/house_price_prediction
Machine learning approach for house price prediction using tensorflow.
jupyter-notebook jupyter-notebooks keras keras-models keras-neural-networks keras-tensorflow numpy python python-3 python3 tensorflow
Last synced: 06 Nov 2024
https://github.com/sondosaabed/introduction-to-deep-learning-in-python
Knowledge of how to use deep learning with Keras, the latest version of a cutting-edge library for deep learning in Python.
deep-learning keras python tensorflow
Last synced: 06 Nov 2024
https://github.com/checktor/keruvi
Keras runtime visualisation.
deep-learning deep-neural-network keras tensorflow visualisation
Last synced: 25 Oct 2024
https://github.com/imdeepmind/what-is-the-name-of-this-animal
What is the name of this Animal? Just for fun:)
animal-classification classification computer-vision deep-learning keras machine-learning python3 transfer-learning
Last synced: 11 Oct 2024
https://github.com/sabaudian/binary_image_classification_project
Statistical Methods for Machine Learning project - Muffins Vs Chihuahuas
binary-classification binary-image-classification classification computer-vision convolutional-neural-networks image-classification k-fold-cross-validation keras machine-learning mobilenet muffin-vs-chihuahua multilayer-perceptron-network pycharm-ide python statistical-methods-for-machine-learning tensorflow unimi
Last synced: 09 Oct 2024
https://github.com/oshapandey/plant_disease_prediction
In this project, I've will build a convolutional neural network (CNN) that can predict whether a plant is suffering from a disease. I've used different layers and hyperparameters to build, train, and test this classification model. I have used TensorFlow and Keras for this project.
cnn flask keras prediction python streamlit-webapp tensorflow
Last synced: 05 Nov 2024
https://github.com/hadson0/dip-candy-classification
Candy classification project using digital image processing. Includes dataset creation, model development, and evaluation tools with TensorFlow, OpenCV, and Albumentations. Complete setup and instructions provided for building and training the model.
albumentations bounding-boxes cnn computer-vision cvat image-classification image-processing keras machine-learning matplotlib numpy opencv python seaborn sklearn tensorflow
Last synced: 26 Sep 2024
https://github.com/mrgloom/position-and-radius-estimation-example
Toy example of position and radius estimation
convolutional-neural-networks keras toy-project
Last synced: 15 Oct 2024
https://github.com/saravanabalagi/whale_classification
A quick attempt to classify whales using data from Kaggle Whale Classification
kaggle kaggle-dataset keras keras-tensorflow python tensorflow whales
Last synced: 15 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/mwoss/malaria-detection
Malaria cells detection using CNN model.
classification cnn deep-learning kaggle keras malaria-detection
Last synced: 13 Oct 2024
https://github.com/dk56/snare
SNARE: Scorebased Neural Architecture REduction
deep-learning keras neural-networks python tensorflow
Last synced: 13 Oct 2024
https://github.com/hackintoshrao/behavioral-cloning
Training a car game to self drive using the training data obtained from playing the game.
convolutional-neural-networks deep-learning keras neural-networks
Last synced: 26 Oct 2024
https://github.com/nature1995/ai-toxic-content-classification-in-django
A Quora question toxic content Classification model with Django applicaiton
django keras pytorch quora quora-questions toxic-comment-classification
Last synced: 15 Oct 2024
https://github.com/nature1995/dogs-vs-cats
Kaggle competition for dogs-vs-cats
Last synced: 15 Oct 2024
https://github.com/dardeep/loan-default-prediction-2
Loan Default Prediction aims to use machine learning models (Keras and PyTorch) to classify whether a loan will default or not.
credit-risk data-science keras python pytorch
Last synced: 24 Oct 2024
https://github.com/into-ai/kerasltisubmission
Submit your trained keras models to a kerasltiprovider that proxies any LTI conforming learning platform
assignment hand-in keras lti-tool pip python tensorflow
Last synced: 13 Oct 2024
https://github.com/tanujakoppolu/tanujakoppolu-voice-emotion-detector
HCL-SATHYABAMA-MINI-PROJECT
deep-learning emotion-detection kaggle keras lstm-neural-network python-library python3
Last synced: 24 Oct 2024
https://github.com/zhiwu-zhang-lab/genetic_spectral_autoencoder
This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data
auto-encoder auto-encoders autoencoder autoencoders dimensionality-reduction genetics genomics gwas keras machine-learning machine-learning-algorithms nir nonlinear population-structure spectral-analysis spectral-clustering unsupervised unsupervised-clustering unsupervised-learning unsupervised-machine-learning
Last synced: 13 Oct 2024
https://github.com/alphatanmoy-official/facial-expression-detection
By Capturing Real-Time Images/Videos The model can identify A humans Expression, build this by using Python, Keras, OpenCV and Tensorflow as Backend. Developed a model then train it from Keras Dataset (MM2 and CC 2013) with a cascading File. Implemented using GUI also. Model Accuracy 78.92%
bsc-project facial-expression-recognition facial-recognition final-year-project image-processing keras machine-learning nlp opencv python python3 tensorflow
Last synced: 13 Oct 2024
https://github.com/williyam-m/flipkart_grid_6_0
Flipkart Grid 6.0 (Robotics)
cnn django keras machine-learning ocr opencv pytesseract python sqlite tensorflow tesseract
Last synced: 24 Oct 2024
https://github.com/bniladridas/age-pred
Lets you predict the ages from photos.
deep-learning jupyter-notebook keras python
Last synced: 24 Oct 2024
https://github.com/mariam-zaidi/image_caption_generator-eye_for_blind
Image to text to speech generation
attention-mechanism cnn-rnn encoder-decoder keras tensorflow
Last synced: 13 Oct 2024
https://github.com/sofiia-chorna/deep-learning
Deep Learning Course, IP Paris, 2024
deep-learning keras mlp python pytorch rnn
Last synced: 24 Oct 2024
https://github.com/layerex/keras-image-classification-wrapper
A thin wrapper around keras image classification applications.
artificial-intelligence image-classification keras keras-tensorflow machine-learning tensorflow
Last synced: 13 Oct 2024
https://github.com/gabrafo/intro-dl-rn
Repositório dedicado ao curso de Introdução às Redes Neurais e Deep Learning da Universidade Federal de Lavras (UFLA).
keras machine-learning neural-networks
Last synced: 24 Oct 2024
https://github.com/kushrm2803/mnist_gan
Generative Adversarial Network (GAN) to generate handwritten digits similar to those in the MNIST dataset
ann cnn deep-learning keras mnist tensorflow
Last synced: 24 Oct 2024
https://github.com/altaris/turbo-broccoli
JSON (de)serialization extensions
bokeh json keras numpy pandas pytorch serialization sklearn tensorflow
Last synced: 13 Oct 2024
https://github.com/priyapuranik/shoe-classification_using-cnn
A deep learning project that classifies different types of shoes using Convolutional Neural Networks (CNNs) based on image data.
cv2 deep-learning keras matplotlib-pyplot python tensorflow
Last synced: 24 Oct 2024
https://github.com/galois1915/google-ml-engineer
This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Machine Learning Engineer certification.
api automl bigquery keras mlops-workflow tensorflow2 vertex-ai
Last synced: 13 Oct 2024
https://github.com/jesly-joji/violence-detection
Violence Detection
cnn-lstm hybrid-architecture keras streamlit transfer-learining
Last synced: 31 Oct 2024
https://github.com/sisolieri/cnn-cifar10-classification
Classification of CIFAR-10 images using a CNN model as part of my Master's in Data Science. 12 experiments were conducted to improve accuracy, achieving 90.7% with data augmentation. Future work focuses on refining transfer learning techniques.
cifar10 cnn-classification convolutional-neural-networks data-augmentation deep-learning image-classification keras machine-learning python tensorflow transfer-learning
Last synced: 24 Oct 2024
https://github.com/wkambale/keras_gemini
A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.
Last synced: 24 Oct 2024
https://github.com/fimbres/emotion-recognition
This is an AI project developed in Python to recognize emotions in people.
ai kaggle-dataset keras numpy opencv python tensorflow
Last synced: 06 Nov 2024
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: 11 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/grantgasser/task2
Multiclass classification
keras multiclass-classification neural-network
Last synced: 28 Oct 2024
https://github.com/rahul-vinay/sentimentlens
A sentiment analysis model using Bidirectional LSTM, Attention Mechanism and pre-trained GloVe embeddings, implemented with Keras.
attention-mechanism data-science keras lstm-neural-networks natural-language-processing python pytorch sentiment-analysis text-classification
Last synced: 24 Oct 2024
https://github.com/akayeshmantha/timeseries-based-bitcoin-price-prediction
Predict the bitcoin prices based on the time series data
keras lstm lstm-neural-networks machine-learning neural-network python3 tensorflow time-series
Last synced: 15 Oct 2024
https://github.com/yangboz/transferlearning4dentist
Transfer Learning for Dentist diagnosis aid , an intelligent healthcare application for train/validate/test/predict.
bottleneck-features dataset deep-learning fine-tuning image-classification image-recognition keras python transfer-learning
Last synced: 27 Oct 2024
https://github.com/knightkun77/image_classification_project
Image Classification Using Python
keras machine-learning matplotlib numpy opencv python tensorflow tikinter
Last synced: 24 Oct 2024
https://github.com/sauravokos/deep-learning
Repository on private project concerning Deep Learning through multilevel neural networks
keras numpy pillow python python-3-5 scikit-image scikit-learn scipy tensorflow tensorflow-examples tkinter tkinter-graphic-interface
Last synced: 12 Oct 2024
https://github.com/karm-patel/fingercountingold
To build a model able to count fingers as well as distinguish between left and right hand.
Last synced: 29 Oct 2024
https://github.com/ranjit7858/customer_churn_prediction_ann
It is a Web app which can predict whether the Bank customer will churn or not.
Last synced: 13 Oct 2024
https://github.com/fedesgh/ann_regression_for_house_price_using_keras_tuner
ANN model optimized with keras tuner
Last synced: 24 Oct 2024
https://github.com/cliffordnwanna/fashion_mnist_classifier
This project implements a neural network to classify fashion items from the Fashion MNIST dataset using Keras and TensorFlow. The web app allows users to upload images and receive predictions on the type of fashion item, such as shirts, trousers, and more.
artificial-neural-networks computer-vision convolutional-neural-networks deep-learning fashion-mnist-dataset keras machine-learning streamlit tensroflow
Last synced: 24 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/nickklos10/concrete-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: 24 Oct 2024
https://github.com/mariam-zaidi/gesture_recognition_model
Deep learning model to recognize gestures
3dconv cnn-rnn keras lstm neural-networks tensorflow
Last synced: 13 Oct 2024
https://github.com/amiriiw/text_classification
Welcome to the Text Classification Project! This project is designed to train a model for classifying texts based on their emotional content and then using it to categorize new texts into corresponding emotional categories.
keras numpy pandas pickle scikit-learn tensorflow text-classification
Last synced: 03 Nov 2024
https://github.com/rishannp/motor-imagery---graph-attention-network
This is works in attempt to develop novel, state-of-the-art models for decoding EEG MI data from patient datasets. Specifically using GAT, highlighting their potential advantages.
amyotrophic-lateral-sclerosis bci-competition-iv-2a brain-computer-interface deep-learning eeg graph-attention-networks keras machine-learning motor-imagery-classification tensorflow
Last synced: 13 Oct 2024
https://github.com/hakandilek/ml-sandbox
machine-learning sandbox
jupyter-notebook keras machine-learning neural-networks tensorflow
Last synced: 12 Oct 2024
https://github.com/musty-ess/traffic-sign-recognition-with-tensorflow-ai
This project implements a neural network using TensorFlow to classify images of traffic signs from the German Traffic Sign Recognition Benchmark (GTSRB) dataset.
ai artificial-intelligence autonomous-driving computer-vision convolutional-neural-networks deep-learning image-classification image-processing keras machine-learning neural-network opencv python supervised-learning tensorflow traffic-sign-detection traffic-sign-recognition
Last synced: 24 Oct 2024
https://github.com/khruthwik/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
convolutional-neural-networks deep-learning docker fastapi flask javascript keras keras-tensorflow python pytorch reactjs scikit-learn tensorflow
Last synced: 01 Nov 2024
https://github.com/matousss/ttt_ai
TicTacToe with neural network
keras neural-network python tictactoe
Last synced: 07 Nov 2024
https://github.com/samamasaleem/artificial-neural-network-for-combined-cycle-power-plant-energy-output-prediction
This project demonstrates the implementation of an Artificial Neural Network (ANN) model to predict the net hourly electrical energy output of a Combined Cycle Power Plant (CCPP).
artificial-neural-networks combined-cycle-power-plant deep-learning keras machine-learning sklearn tensorflow uci-machine-learning
Last synced: 03 Nov 2024
https://github.com/pejpero/neural_network_regression_and_classification
This repository contains neural network regression models built from scratch and using Keras for comparison. It visualizes training and testing performance, analyzing MSE, R², and decision boundaries. The project demonstrates learning techniques and optimization for regression tasks.
data-visualization keras machine-learning neural-network regression
Last synced: 03 Nov 2024
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: 03 Nov 2024
https://github.com/amiriiw/gesture_recognition
Welcome to the Gesture Recognition Project! This project is designed to train a model to recognize hand gestures from images, and then use that model to detect gestures in real-time.
gesture-recognition json keras matplotlib numpy pathlib tensorflow
Last synced: 03 Nov 2024
https://github.com/fanisgl/cnn_machine_learning
A Machine Learning exercise that trains Convolutional Neural Network (CNN) using the tensorflow 2 and Keras libraries to predict images from the CIFAR-10 dataset.
data-science keras machine-learning neural-networks numpy pandas pooling-layers relu softmax tensorflow2
Last synced: 03 Nov 2024
https://github.com/phtrempe/conviz
Conviz is a convolutional neural network layer visualization library developed in Python and used with Keras.
convolutional-layers convolutional-networks convolutional-neural-networks keras python python-3 python3 tensorflow theano visualization
Last synced: 03 Nov 2024
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: 07 Nov 2024
https://github.com/arserchung/ml_cnn
Basis CNN intro& project of recognize to cat or dog
glob keras keras-models numpy opencv os sklearn tensorflow
Last synced: 03 Nov 2024
https://github.com/opixelum/finance-news-sentiment-classifier
Tells if a finance news is either negative, neutral or positive.
artificial-intelligence classification finance keras sentiment-analysis tensorflow
Last synced: 03 Nov 2024
https://github.com/travelxml/tensorflow-and-keras-sentiment-analysis-using-rnn
NLP: Sentiment Analysis using TensorFlow and Keras: This project implements a Recurrent Neural Network (RNN) to classify Amazon product reviews into different sentiment categories. It leverages text preprocessing, tokenization, and model training to predict the sentiment with high accuracy.
deep-learning deep-neural-networks deeplearning keras keras-tensorflow nlp rnn rnn-tensorflow sentiment-analysis tenserflow
Last synced: 03 Nov 2024
https://github.com/djdhairya/sunspot-prediction
gru keras lstm machine-learning pan rnn tensorflow
Last synced: 03 Nov 2024
https://github.com/yassizh/brain-tumor-detection
Our project leverages AI, specifically transfer learning with Keras and TensorFlow, to detect brain tumors from MRI images. We are developing a precise algorithm, evaluating its performance, and creating a user-friendly interface for healthcare professionals.
brain-tumor-detection cnn computer-vision deep-learning detection image-processing jupyter-notebook keras preprocessing pyqt5 tensorflow transfer-learning
Last synced: 03 Nov 2024
