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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/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: 30 Jan 2025

https://github.com/foxpace/signalscreen

Set of functions for visual interpretation of 1D neural networks compatible with Tensorflow 2.0

1d interpretation keras signal signal-processing tensorflow2 tf2 visualisation

Last synced: 26 Dec 2024

https://github.com/nature1995/dogs-vs-cats

Kaggle competition for dogs-vs-cats

deep-learning keras

Last synced: 30 Jan 2025

https://github.com/ayulockin/humain_faceless

Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.

deeplearning face-detection image-processing keras mtcnn-face-detection multiclass-classification multilabel-classification opencv tensorflow

Last synced: 09 Jan 2025

https://github.com/shhiivvaam/traffic_prediction

This project explores the application of advanced neural network architectures, including Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU), to forecast traffic volume. ๐Ÿ‘๐Ÿ‘โœ…

conv1d conv2d keras lstm matplotlib numpy pandas seaborn sklearn statsmodels tensorflow

Last synced: 31 Jan 2025

https://github.com/yehiashaarawy/image-classification-of-rock-paper-scissors-using-convolutional-neural-network

CNN model to classify hand gesture images of rock, paper, and scissors with the help of Tensorflow and Keras packages.

cnn-classification keras python rock-paper-scissors tensorflow

Last synced: 16 Dec 2024

https://github.com/nancyhamdan/demil-degree-prediction

Predicting the Demilitarization Degree Required for Military Items

deep-learning exploratory-data-analysis keras multiclass-classification

Last synced: 26 Dec 2024

https://github.com/victor-m16/python-traffic-signs-recognition-system

This project is a Traffic Sign Classification System built using Python, TensorFlow/Keras, and Tkinter. It allows users to upload an image of a traffic sign, and the system will classify the sign using a pre-trained deep learning model.

deep-learning keras python

Last synced: 16 Dec 2024

https://github.com/philtasticguy/gan-emojis

Python/Tensorflow code for training/inference of an AI model (GAN) capable of generating emojis.

artificial-intelligence emoji gan keras machine-learning python tensorflow

Last synced: 16 Dec 2024

https://github.com/vachanvy/attention-is-all-you-need

A beginner's guide to Transformers and Language Models in Tensorflow/Keras

attention-is-all-you-need attention-mechanism keras language-model neural-network python transformer transformers

Last synced: 26 Dec 2024

https://github.com/lovesaroha/sign-mnist-classification-training

Training a keras model to recognize real images of sign language (hand) in order to classify an incoming image.

keras machine-learning mnist-dataset python

Last synced: 12 Jan 2025

https://github.com/greeshraj/crop-disease-classification

Crop Disease Classification backend https://crop-disease-classification.onrender.com frontend hosted at https://cropdiseaseclassification.netlify.app/

cnn-classification convolutional-neural-networks deep-learning keras python3 tensorflow

Last synced: 25 Jan 2025

https://github.com/andydevs/tensorflow-demo-1

Demonstrating creating a training application using tensorflow

flask keras python tensorflow

Last synced: 02 Jan 2025

https://github.com/sudarshanc00/potato-disease-classification

This machine learning project classifies potato leaf images into three categories: Early Blight, Late Blight, and Healthy. Using a CNN model, it accurately detects potato diseases based on leaf images. The project includes a FastAPI-powered web interface for image uploads and real-time classification results.

css fastapi html keras matplotlib python tensorflow

Last synced: 16 Dec 2024

https://github.com/dsrichard97/finmodeling

captured live financial data and fine tuning price prediction

keras keras-tensorflow price price-prediction tensorflow

Last synced: 26 Dec 2024

https://github.com/rociobenitez/deeplearning-airbnb-price-prediction

Deep Learning project for Airbnb price prediction, featuring data preprocessing and neural network models in Google Colab.

airbnb-data airbnb-pricing-prediction convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks keras keras-neural-networks keras-tensorflow

Last synced: 23 Jan 2025

https://github.com/jrzaurin/rnn_character_tagging

Tagging text at character level with RNNs using Keras and Pytorch

keras machine-learning nlp pytorch rnn text-tagging

Last synced: 31 Jan 2025

https://github.com/r-papso/face-recognizer

Face recognition demo application

deep-learning face-recognition keras python tensorflow

Last synced: 26 Dec 2024

https://github.com/namratha2301/dogcat

Web Application that Identifies Animal from their Sound. Right now restricted to binary classification between cat and dog sounds.

ann azure bashscript cnn flake8 flask keras librosa python-3-9 tailwindcss tensorflow voice-processing

Last synced: 28 Jan 2025

https://github.com/alex-lechner/carnd-behavioralcloning-p3

Driving a car around a track in Udacity's car simulator only with image data and neural networks. Project 3 of Udacity's Self-Driving Car Engineer Nanodegree Program.

autonomous-vehicles behavioral-cloning convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks self-driving-car udacity-self-driving-car

Last synced: 22 Jan 2025

https://github.com/piorosen/implement-mnist

Keras H5 to deploy on "Pure C++"

cpp docker h5 keras mnist tensorflow

Last synced: 22 Jan 2025

https://github.com/rahul1582/text-generation-using-lstms

Generating Text using Bidirectional LSTMs

bidirectional-lstm keras tensorflow textgeneration

Last synced: 06 Feb 2025

https://github.com/j03-dev/tarzan

Python package for optical character recognition, CNN

cnn keras ocr opencv tensorflow

Last synced: 22 Jan 2025

https://github.com/engichang1467/catdognn-api

Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.

api flask keras neural-network tensorflow

Last synced: 17 Jan 2025

https://github.com/a-yush/keras-databases

Implemented various deep learning problems of supervised learning using keras with tensorflow as backend .

computer-vision deep-neural-networks keras keras-implementations python3 supervised-machine-learning

Last synced: 26 Dec 2024

https://github.com/colddsam/flower-classification-api

๏ปฟ TensorFlow-powered RESTful API for classifying flower images into five categories.

classification deep-learning image-classification image-processing keras python resnet-50 restapi tesnorflow

Last synced: 23 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: 07 Feb 2025

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

Last synced: 15 Dec 2024

https://github.com/bunu23/image-classification-resnet50-streamlit

This project demonstrates an image classification system using ResNet50, fine-tuned on a custom dataset. It includes a Streamlit application for user interaction, allowing image uploads and classification results. It integrates Google's generative AI models for enhanced analysis.

cnn deep-learning generative-ai keras matplotlib numpy pillow python resnet-50 streamlit tensorflow

Last synced: 23 Jan 2025

https://github.com/bunu23/image-classification

This repository contains a notebook implementing a Convolutional Neural Network for multi-class image classification using transfer learning with a pre-trained ResNet-50 model. Covers dataset handling, model architecture customization, training, evaluation, fine-tuning, and external image prediction.

keras matplotlib numpy pil python tensorflow

Last synced: 23 Jan 2025

https://github.com/srlozano/isic-2016_challenge-lesion-segmentation

ISIC Challenge - Lesion Segmentation task solved using a U-Net Xception-style model at Universitat de Barcelona and Universitat Politรจcnica de Catalunya ยท BarcelonaTech.

deep-learning keras python segmentation tensorflow u-net

Last synced: 28 Jan 2025

https://github.com/fordaj/lowpy

LowPy is a high level GPU simulator of low level device characteristics in machine algorithms.

keras python tensorflow

Last synced: 03 Feb 2025

https://github.com/alessioborgi/spam_detector

Spam Detection System classifying Spam/Ham Emails using BI-LSTMs in order to identify and filter out spam efficiently.

bidirectional-lstm deep-learning keras lstm

Last synced: 02 Feb 2025

https://github.com/senior-sigan/kaggle_speech_recognition

Result was 0.83625 on the private leaderboard

kaggle keras speech-recognition tensorflow

Last synced: 17 Jan 2025

https://github.com/gauravcodepro/bacterial-keras

A keras implementation of machine learning for bacterial genomes, takes a fasta file and the annotation features and the genes you want to train the keras model

bacterial-genome-analysis bacterial-genomes keras machinelearning

Last synced: 02 Jan 2025

https://github.com/aniketmaurya/tf_assist

Deep Learning library on top of Tensorflow for fast prototyping

deep-learning keras tensorflow

Last synced: 03 Feb 2025

https://github.com/amamov/vgg16-vs-resnet

[๋”ฅ๋Ÿฌ๋‹] ๊ธฐ์กด์˜ ์ „ํ†ต์ ์ธ CNN ๋ชจ๋ธ์ธ VGG16๊ณผ ResNet ๋ฆฌ๋ทฐ ๋ฐ ์„ฑ๋Šฅ ๋น„๊ต ๋ถ„์„.

deep-learning keras pytorch resnet vgg16

Last synced: 17 Jan 2025

https://github.com/sshh12/build-a-bill

Creating Legislation with AI.

char-rnn govtrack gpt-2 keras lstm

Last synced: 22 Dec 2024

https://github.com/paulo-santos-ds/visao_computacional

O sistema utiliza inteligรชncia artificial para analisar documentos e caracterรญsticas fรญsicas dos visitantes, garantindo que apenas maiores de 18 anos possam acessar as รกreas de jogos

keras numpy pandas plotly python restnet50 sklearn tensorflow

Last synced: 22 Jan 2025

https://github.com/fblupi/master_informatica-sige

Repositorio de la asignatura Sistemas Inteligentes para la Gestiรณn en la Empresa del Mรกster de Ingenierรญa Informรกtica de la UGR

cnn data-science deep-learning image-classification keras mxnet tensorflow titanic-survival-prediction

Last synced: 30 Jan 2025

https://github.com/a-solo/deepfake-detection

This repository employs TensorFlow-Keras and MTCNN (Multi-Task Cascaded Convolutional Networks) to build an efficient deepfake detection system.

cnn deepfake-detection df-detect keras mtcnn-face-detection tensorflow

Last synced: 17 Jan 2025

https://github.com/lucko515/dog-application

The dog application is the part of @Udacity Artificial Intelligence Nanodegree. Here I am implementing CNN in Keras to classify dog breeds.

aind artificial-intelligence convolutional-neural-networks dog-breed keras transfer-learning

Last synced: 01 Feb 2025

https://github.com/iadtya/hate-text-classification

Training RNN(LSTM) on Hate speech with tensorflow and keras

fastapi keras lstm nltk numpy pandas tenserflow

Last synced: 03 Jan 2025

https://github.com/omidghadami95/efficientnetv2_catvsdog

Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.

binary binary-classification catvsdog catvsdog-classifier cl cnn deep-learning efficientnet efficientnetv2 efficientnetv2-b0 explainable-ai explainable-ml fairness-ai fairness-ml gridsearch imbalanced-data imbalanced-dataset keras shap tensorflow2

Last synced: 03 Jan 2025

https://github.com/praatibhsurana/digitgan

Implementing a Generative Adversarial Network using Keras.

deep-learning gan keras neural-networks python

Last synced: 06 Feb 2025

https://github.com/cloaky233/keraslab

A hands-on guide to building and training deep learning models using Keras and Streamlit. Perfect for beginners and enthusiasts looking to learn and experiment with neural networks.

deep-learning image-classification keras tutorial

Last synced: 22 Jan 2025

https://github.com/sayak119/fashion-mnist-flask

PoC to serve machine learning models using flask

api fashion-mnist flask jupyter-notebook keras postman tensorflow

Last synced: 18 Jan 2025

https://github.com/haydenshively/fddb-mobilenet

an attempt at using the MobileNet architecture to detect faces in FDDB images

face-detection keras mobilenet opencv

Last synced: 30 Jan 2025

https://github.com/machine-learning-tools/keras-grid-search-cacheable

Reducciรณn de tiempo de ejecuciรณn de los algoritmos de Machine Learning con bรบsqueda de parรกmetros en GridSearch.

gridsearch gridsearchcv keras machine-learning sklearn tensorflow2 tools

Last synced: 03 Jan 2025

https://github.com/mariam-zaidi/gesture_recognition_model

Deep learning model to recognize gestures

3dconv cnn-rnn keras lstm neural-networks tensorflow

Last synced: 22 Jan 2025

https://github.com/silverousblack/chaos-intelligence

A Layer API built on top of `tensorflow.keras` Functional API. Allows application of chaos theory deterministic functions to neural networks.

chaos-theory keras

Last synced: 03 Jan 2025

https://github.com/dk56/snare

SNARE: Scorebased Neural Architecture REduction

deep-learning keras neural-networks python tensorflow

Last synced: 22 Jan 2025

https://github.com/giatraskon/machine_learning_assignments

Machine learning assignments covering regression, classification, neural networks, adversarial examples, and real-time emotion detection using Python. Includes theoretical insights and practical implementations.

adversarial-examples bayesian-inference bias-variance-tradeoff cifar10 classification deep-learning emotion-recognition iris-dataset k-nearest-neighbours keras machine-learning mnist neural-networks opencv pima-indians-diabetes python regression ridge-regression scikit-learn tensorflow

Last synced: 01 Feb 2025

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: 03 Jan 2025

https://github.com/saradindusengupta/chatbot_for_wiki-knowledge

Implementation of conversational chatbot for DBpedia data and Reddit data set using Tensorflowv1.5 with implementation of RNN

keras python-3-6 reddit-bot rnn-tensorflow tensorflow

Last synced: 10 Jan 2025

https://github.com/machinecyc/sideprojects

Basic conception of loss function, dimension reduction, transfer learning, image classification.

autoencoder-mnist center-loss kaggle keras mnist-dataset regression side-project tensorflow transfer-learning triplet-loss

Last synced: 01 Feb 2025

https://github.com/linggarm/dicoding-belajar-machine-learning-untuk-pemula

Final project submission for "Belajar Machine Learning untuk Pemula" course on Dicoding (Rock-Paper-Scissor Image Classification with CNN)

computer-vision deep-learning dicoding dicoding-academy dicoding-submission image-classification keras machine-learning python tensorflow

Last synced: 09 Jan 2025

https://github.com/separatrixxx/ai_labs_6_sem

๐Ÿ‘“ Laboratory work for the 6th semester of MAI on artificial intelligence

ai gan keras pyknow python pytorch

Last synced: 20 Jan 2025

https://github.com/ricky9667/taiwanoceantrashpredict

A very simple DNN project using Keras.

dnn keras numpy python

Last synced: 03 Jan 2025

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: 06 Feb 2025

https://github.com/davityak03/sentence-paraphraser-checker-using-transformers

This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.

keras nlp nltk numpy python tensorflow tokenizer transformers

Last synced: 22 Jan 2025

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: 06 Feb 2025

https://github.com/bniladridas/age-pred

Lets you predict the ages from photos using AI.

deep-learning jupyter-notebook keras python

Last synced: 06 Feb 2025

https://github.com/allisonoge/diabetes-classification-project

A model to predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset.

keras machine-learning neural-network tensorflow

Last synced: 03 Jan 2025

https://github.com/thedhruvrawat/mortality-prediction-in-icu

Constructing a mortality prediction model using typical clinical data

artificial-neural-networks keras machine-learning

Last synced: 03 Jan 2025

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: 03 Jan 2025

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: 06 Feb 2025

https://github.com/gabrafo/intro-dl-rn

Repositรณrio dedicado ao curso de Introduรงรฃo ร s Redes Neurais e Deep Learning da Universidade Federal de Lavras (UFLA).

keras machine-learning neural-networks

Last synced: 06 Feb 2025

https://github.com/ashar97/advanced-machine-learning

Advanced Machine Learning MOOC Specialisation Assignments

keras numpy python3 tensorflow

Last synced: 10 Jan 2025

https://github.com/lovesaroha/twitter-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.

keras machine-learning python sentiment-analysis tensorflow twitter-sentiment-analysis

Last synced: 12 Jan 2025

https://github.com/andrewsy1004/mask-detection

Mask detection system capable of identifying individuals with or without masks

kaggle keras python scikit-learn tensorflow

Last synced: 10 Jan 2025

https://github.com/antonio-f/imdb-keras

Analyzing IMDB Data in Keras

101 deep-learning keras machine-learning

Last synced: 06 Feb 2025

https://github.com/antonio-f/keras101-studentadmissions

Predicting Student Admissions with Neural Networks in Keras

101 keras

Last synced: 06 Feb 2025

https://github.com/panta/python-keras-tf-env

A requirements.txt setup for Keras with a TensorFlow backend.

keras keras-tensorflow pip python python3 tensorflow virtualenv

Last synced: 22 Dec 2024

https://github.com/vfdev-5/nn_tests

Neural Network tests

deep-learning keras

Last synced: 22 Dec 2024

https://github.com/blakley/fluency

A desktop application to assist in learning languages. Uses a deep learning model to generate translations.

keras language-translation python3 seq2seq tensorflow transformer-architecture

Last synced: 01 Feb 2025

https://github.com/akaliutau/neural-networks-tensorflow

Tensorflow 2.0: regression, neural networks

keras pandas rnn-model tensorflow2

Last synced: 11 Jan 2025

https://github.com/yomi4486/cat_discrimination

็Œซใฎ็จฎ้กžใฎๅˆคๅˆฅใ‚’่กŒใ†APIใงใ™ใ€‚

adam-optimizer ai fastapi keras python3 tensorflow

Last synced: 07 Feb 2025