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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/prakharjadaun/opinion-classification-of-imdb-moview-reviews

Performed text categorization on 50K IMDB movie reviews using LSTM and GRU

gru-neural-networks keras lstm sentiment-analysis

Last synced: 18 Jan 2025

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/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: 22 Jan 2025

https://github.com/bredalis/keras

🌟The use of Keras in DL 🌟

ia keras librery ml models python tensorflow

Last synced: 14 Jan 2025

https://github.com/kr1shnasomani/orthovision

Bone fracture detection from X-ray image using CNN (EfficientNetB3 architecture)

computer-vision deep-learning keras matplotlib neural-network numpy opencv scikit-learn seaborn tensorflow

Last synced: 19 Dec 2024

https://github.com/kr1shnasomani/sentimentscope

Sentiment analysis on movie review using TensorFlow and GloVe embeddings

deep-learning keras matplotlib natural-language-processing neural-networks numpy pandas scikit-learn tensorflow

Last synced: 19 Dec 2024

https://github.com/kr1shnasomani/covidxraynet

Detection of COVID-19 from chest X-ray images using CNN (Xception architecture)

computer-vision deep-learning keras matplotlib neural-network numpy opencv pandas scikit-learn seaborn tensorflow

Last synced: 19 Dec 2024

https://github.com/lucasfranklinsilva/rnn-lstm

Modelo de Prevenção de Falhas em Turbinas Simuladas Utilizando Redes Neurais Recorrentes

data-visualization deep-learning jupyter-notebook keras machine-learning neural-networks python scikit-learn

Last synced: 14 Jan 2025

https://github.com/hasibzunair/ieee18-cv

Repo of the materials for computer vision workshop at NSU

keras opencv-python

Last synced: 08 Jan 2025

https://github.com/AlexPasqua/caffe_weight_converter

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.

artificial-intelligence caffe keras neural-networks

Last synced: 17 Nov 2024

https://github.com/kalebers/data_science_ml

DS and ML codes from classes

data-science keras machine-learning pandas python

Last synced: 21 Jan 2025

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

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

ai cnn flask jupyter keras python tensorflow

Last synced: 11 Oct 2024

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

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

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

Last synced: 21 Jan 2025

https://github.com/evanch98/predict-concrete-strength-keras

Predict-concrete-strength deep learning model trained using Keras. This project is part of the IBM AI Engineering Professional Certificate.

deep-learning google-colab jupyter-notebook keras keras-tensorflow numpy pandas python regression-models scikit-learn

Last synced: 22 Jan 2025

https://github.com/xiaohaoo/machine-learning-examples

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keras matplotlib numpy python pytorch sklearn tensorflow

Last synced: 24 Dec 2024

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/alvii147/banglanotepad

Bengali character and numeral recognition project

css flask javascript keras pillow pyqt5 python tensorflow

Last synced: 25 Dec 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: 22 Jan 2025

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

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

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

Last synced: 02 Jan 2025

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

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

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

Last synced: 02 Jan 2025

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

Keras PSP-Net

keras psp-net

Last synced: 27 Jan 2025

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

Customer Churn Prediction Project

ann artificial-neural-networks keras tensorflow

Last synced: 08 Jan 2025

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

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

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

Last synced: 21 Jan 2025

https://github.com/inoryy/kaggle-kernels

My Kaggle kernels in Jupyter notebook form

kaggle kaggle-competition keras keras-neural-networks python

Last synced: 21 Dec 2024

https://github.com/gaborvecsei/surgeon-board

Independent Laboratory Project at University: Contactless Interactive Display for Surgeons

keras machine-learning opencv smartboard surgeon

Last synced: 29 Dec 2024

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

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

artificial-intelligence jupiter-notebook keras python tensorflow

Last synced: 02 Jan 2025

https://github.com/jofaval/ionosphere

Binary Classification of Ionosphere signals at Goose Bay, Labrador in 1988

data-analysis data-science data-visualization deep-learning google-colab keras machine-learning python scikit-learn tensorflow uci xgboost

Last synced: 04 Feb 2025

https://github.com/hossein-cod/practicing-deep-learning

with keras data set we load a data base and train our machine for test

deep deep-learning jupyter-notebook keras machine-learning matplotlib numpy py python sklearn tensorflow

Last synced: 24 Jan 2025

https://github.com/huangcongqing/keras

Kerasε­¦δΉ 

keras keras-tensorflow

Last synced: 15 Dec 2024

https://github.com/nkaewam/emotion-recognition

Emotion Recognition using TensorFlow, Keras, OpenCV

deep-learning keras machine-learning

Last synced: 22 Jan 2025

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

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

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

Last synced: 13 Jan 2025

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

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

agribusiness ai flask keras python tensorflow

Last synced: 07 Jan 2025

https://github.com/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/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/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/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/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/rohithsaji97/diabates_prediction

A diabetic prediction system using ML with a user friendly interface

artificial-intelligence data-science keras machine-learning pandas python3 tensorflow user-friendly

Last synced: 20 Jan 2025

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

Custom implementation of PointNet classifier using Keras 3

keras point-cloud pointnet

Last synced: 07 Jan 2025

https://github.com/waghraj1699/pokemon-predicton

Predict which type of pokemon it is using CNN

data-science deep-learning keras numpy python tensorflow utils

Last synced: 02 Feb 2025

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

Predicting Bitcoin Price using LSTM

keras lstm price-prediction time-series

Last synced: 08 Jan 2025

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

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

cnn deep-learning inception keras mnist

Last synced: 21 Jan 2025

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

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

Last synced: 08 Jan 2025

https://github.com/mbarbetti/calotron

:package: Transformer-based models to flash-simulate the LHCb ECAL detector

calorimeter deep-learning flash-simulation keras lhcb-experiment lhcb-lamarr machine-learning tensorflow transformer ultrafast-simulation

Last synced: 20 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/asaficontact/stack_classifier_project

We classified Stack Overflow Python questions from 2008-2016 with Natural Language Processing and Deep Learning. Using Regular Expressions, we removed HTML tags and punctuation. We also utilized spaCy to tokenize, lemmatize and remove stop words. Using Keras, we built a 4 layered artificial neural network with a 20% dropout rate using relu and softmax activation functions. We also utilized the adam optimizer and categorical cross-entropy loss function which classified 11 tags 88% successfully.

cross-entropy-loss deep-learning deep-neural-networks keras lemmatization neural-networks object-oriented-programming pandas python3 regular-expressions relu sklearn spacy spacy-nlp stackoverflow tfidf tokenization

Last synced: 22 Dec 2024

https://github.com/alirezasaharkhiz9/undergraduate-project-computer-vision

This is my undergraduate project at Ferdowsi University of Mashhad, focusing comprehensively on computer vision.

cnn computer-vision deep-learning image-classification image-generation image-manipulation image-segmentation keras object-detection python pytorch-lightning

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/lasyakonduru/cifar-10-image-classification-with-cnns-baseline-and-enhanced-models

This project focuses on multi-class image classification using CNNs with the CIFAR-10 dataset. It compares a baseline and an enhanced model to classify 10 categories, including trucks, for real-world applications like preventing deer-vehicle collisions. Includes architecture, training, and evaluation insights.

cifar10 computer-vision convolutional-neural-networks deep-learning image-classification keras machine-learning multi-class-classification tensorflow

Last synced: 21 Jan 2025

https://github.com/khaymanii/cifar-10-object-recognition-model

This is an object recognition model built using Python and ResNet50 as its base model

keras python tensorflow transfer-learning

Last synced: 21 Jan 2025

https://github.com/khaymanii/dog-vs-cat-classification-model

This model was built using Python and Transfer Learning Algorithm, it is used to classify an animal as either dog or cat

keras python tensorflow transfer-learning

Last synced: 21 Jan 2025

https://github.com/pierrekieffer/neuralnetworkgenerator

Test and generate the best Neural Net model based on a series of parameters

deep-learning keras neural-networks

Last synced: 13 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/khaymanii/breast_cancer_detection_model

This model was built using Python and Tensorflow. it helps to detect breast cancer.

keras python tensorflow

Last synced: 21 Jan 2025

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

Grad-CAM implementation in TensorFlow JS.

gradcam imagenet keras tensorflow-js

Last synced: 02 Jan 2025

https://github.com/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/riju18/convolutional_neural_networks_image_recognition

Convolutional Neural Network is widely used as image-audio-video recognition. the simple project is about to recognize 2 animal by training 8,000 images

cnn jupyter-notebook kaggle-dataset keras tensorflow

Last synced: 28 Jan 2025

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

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

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

Last synced: 21 Jan 2025

https://github.com/grantgasser/task2

Multiclass classification

keras multiclass-classification neural-network

Last synced: 16 Dec 2024

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/adrian-lorenzo/xray-pneumonia-detection

Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images

convolutional-neural-networks keras tensorflow x-ray-images xception

Last synced: 27 Jan 2025

https://github.com/mgitrov/cnn-on-cifar-10

A computer vision project aiming to classify random images uploaded by the user.

artificial-neural-networks computer-vision convolutional-neural-networks deep-learning keras matplotlib numpy pil regularization tkinter

Last synced: 02 Feb 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/elmezianech/pizza_steak_imageclassification_cnn

This project introduces a powerful image classification model to distinguish between pizza and steak images. Leveraging advanced techniques, the model achieves robust performance in handling complex visual features. With an accuracy of 87.40% on the validation dataset.

cnn data-augmentation image-classification keras tensorflow

Last synced: 16 Jan 2025

https://github.com/jiashenc/arm-keras

Base image for running Keras on Raspberry Pi

armv7 docker docker-image keras keras-tensorflow tensorflow

Last synced: 21 Jan 2025

https://github.com/ichowdhury01/movie-review-sentiment-analyzer

App that trains a Recurrent Neural Network to perform sentiment analysis on movie reviews. Accepts user-inputted reviews.

keras machine-learning natural-language-processing neural-network sentiment-analysis tensorflow

Last synced: 13 Dec 2024