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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/adzialocha/notebook

Jupyter notebooks for random experiments with audio processing, data analysis and machine learning

jupyter-notebook keras learning librosa music21 scikit-learn

Last synced: 05 Nov 2024

https://github.com/belajarqywok/tebakaja_cryptocurrency

provides accurate and scalable cryptocurrency forecasts by integrating advanced techniques, ensuring reliable predictions for informed decisions.

cython fastapi forecasting gcc-complier huggingface keras tensorflow

Last synced: 01 Nov 2024

https://github.com/ariyaarka/plant-disease-detection-app

A beginner level plant disease detection model. It primary works for 3 diseases which is Corn(maize)Common_rust, Potato_Early_blight and TomatoBacterial_spot

cnn datascience deep-learning keras machine-learning python tensorflow

Last synced: 12 Oct 2024

https://github.com/franciscoossian/flowerapi

mini mini mini API that get a link of image and return a a flower information in image (if image cotains a flower that the machine trained)

flask keras machine-learning python tensorflow

Last synced: 12 Oct 2024

https://github.com/robmarkcole/keras-rest-api-docker

Keras + deep learning REST API + Docker

keras

Last synced: 24 Oct 2024

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

Kaggle competition for dogs-vs-cats

deep-learning keras

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/bertuginal/python-deep-learning

Python Deep Learning Functions

keras opencv python tensorflow

Last synced: 07 Nov 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/vfdev-5/nn_tests

Neural Network tests

deep-learning keras

Last synced: 28 Oct 2024

https://github.com/dwija12903/ai-lab

A collection of practical implementations from my AI Labs course

keras numpy sckit-learn tensorflow

Last synced: 31 Oct 2024

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: 09 Oct 2024

https://github.com/grantgasser/task2

Multiclass classification

keras multiclass-classification neural-network

Last synced: 28 Oct 2024

https://github.com/stevewyl/chunk_segmentor

Word Segmentaor with Noun Phrase based on HanLP

chunking keras segmentation

Last synced: 14 Oct 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: 07 Nov 2024

https://github.com/ltfschoen/dog-project

Term 2 Project 1 Dog Breed Classifier and human face detector using ImageNet, superhuman CNNs, and Haar Cascades

aws-ec2 bottleneck convolutional-neural-networks gpu-computing haar image-augmentation image-classification keras multi-class-classification resnet-50 transfer-learning

Last synced: 17 Oct 2024

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

Reducción de tiempo de ejecución de los algoritmos de Machine Learning con búsqueda de parámetros en GridSearch.

gridsearch gridsearchcv keras machine-learning sklearn tensorflow2 tools

Last synced: 11 Oct 2024

https://github.com/p-baleine/qanet-tensorflow

An implementation of QANet with Tensorflow and Keras.

keras nlp squad tensorflow

Last synced: 18 Oct 2024

https://github.com/matteofasulo/transformers-sentence-reconstruction

Sentence Reconstruction using Transformer Model

keras keras-nlp tensorflow transformers

Last synced: 11 Oct 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/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/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/bniladridas/age-pred

Lets you predict the ages from photos.

deep-learning jupyter-notebook keras python

Last synced: 24 Oct 2024

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

Creating Legislation with AI.

char-rnn govtrack gpt-2 keras lstm

Last synced: 05 Nov 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: 05 Nov 2024

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/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/darenr/bank-churn-rate-keras

Churn Rate on Bank dataset using Keras (binary classification). Predict whether a particular customer would be leaving the bank in the future or not.

ai churn keras machine-learning

Last synced: 23 Oct 2024

https://github.com/omaraflak/cartpole-dqn

Learning to "play" OpenAI's CartPole with Deep Q Network using Keras.

dqn keras neural-network openai-gym reinforcement-learning

Last synced: 31 Oct 2024

https://github.com/omaraflak/flask-keras

Simple Flask server running XOR Keras model.

flask keras machine-learning

Last synced: 31 Oct 2024

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: 11 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/kaitoy/ml-mnist

Python scripts for handwritten digits recognition on MNIST with Keras

keras machine-learning mnist python vgg

Last synced: 14 Oct 2024

https://github.com/lukaszbinden/ml-playground

Playground project for machine learning with keras

keras machinelearning neural-networks python tensorflow

Last synced: 25 Oct 2024

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: 15 Oct 2024

https://github.com/hackintoshrao/ml-dl-ai-projects

Machine Learning, Deep Learning and AI projects used for my trainings

artificial-intelligence deep-learning keras machine-learning tensorflow

Last synced: 26 Oct 2024

https://github.com/arif-miad/image-classification

pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.

computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19

Last synced: 24 Oct 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/matousss/ttt_ai

TicTacToe with neural network

keras neural-network python tictactoe

Last synced: 07 Nov 2024

https://github.com/adirthaborgohain/all-you-need-to-know-about-seq2seq-models

A comprehensive study on different architectures of neural network models to handle sequence input and output data (seq2seq).

encoder-decoder keras lstm natural-language-processing neural-network nlp rnn seq2seq

Last synced: 23 Oct 2024

https://github.com/dinhanhx/determination

Scripts to set global random for some machine learning framework

determination deterministic keras pytorch randomness scikit-learn tensorflow2

Last synced: 14 Oct 2024

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: 03 Aug 2024

https://github.com/emhash/machine-learning-and-ai

Personal tasks or codes of Machine Learning and Artificial Intelligence. Practice codes and projects of Ml/AI will be share here.

ai datasets ipynb jupyter-notebook keras linear-regression logistic-regression machine-learning machine-learning-algorithms numpy opencv pandas python seaborn sklearn tensorflow

Last synced: 11 Oct 2024

https://github.com/huangcongqing/keras

Keras学习

keras keras-tensorflow

Last synced: 28 Oct 2024

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: 28 Oct 2024

https://github.com/r1j1t/transfer-learning

Use of transfer learning to overcome the challenges of a small dataset in the prediction of Pneumonia from chest X-rays

callback dataset kaggle keras pneumonia transfer-learning

Last synced: 19 Oct 2024

https://github.com/r1j1t/reinforcement_learning_project

Reinforcement learning implementation for 2 very popular games namely Pong and cartpole via Deep Q learning and Policy gradient

cartpole-v1 keras openai-gym policy-gradient pong q-learning reinforcement-learning

Last synced: 19 Oct 2024

https://github.com/harinisri012/plant-leaf-disease-detection-system

A deep learning project to detect and classify plant leaf diseases using CNN and VGG16 models. This system aids in early disease identification to support agricultural sustainability by helping farmers protect crops.

cnn cv keras keras-tensorflow neural-networks numpy vgg16

Last synced: 31 Oct 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/numblr/datagenerator

Python library to generate batches of data to train Keras models

batch data-generator generator keras

Last synced: 16 Oct 2024

https://github.com/nits2612/data-science-projects

Portfolio of data science projects completed by me during PGP AI/ML, self learning, and hobby purposes.

data data-science dataanalysis deep deep-learning keras machine-learning matplotlib numpy opencv pandas python scikit-learn seaborn surprise-python tensorflow transfer-learning

Last synced: 31 Oct 2024

https://github.com/yuvrajs2003/chatbot-project

A project regarding the implementation of a simple chatbot

jupyter-notebook keras pickle python tensorflow

Last synced: 31 Oct 2024

https://github.com/sjain-stanford/wrkstn-setup

Deep learning workstation setup for RHEL/Ubuntu with Tensorflow/Keras/PyTorch and NVIDIA GeForce GTX 1080 Ti.

deep-learning gpu keras linux-workstation-setup neural-network nvidia pytorch tensorflow workstation

Last synced: 17 Oct 2024

https://github.com/elmirag/practicum_projects

Этот репозиторий содержит учебные проекты по Data Science, в которых представлены различные методы анализа данных и машинного обучения

analysis faiss keras ml nlp pandas prophet python

Last synced: 31 Oct 2024

https://github.com/mehraaaaa24/stockpriceprediction

A real-time web app that predicts stock prices using an LSTM model, visualizes data with moving averages, and allows user input for stock symbols.

jupyter-notebook keras lstm-neural-networks matplotlib numpy pandas python streamlit tensorflow yfinance

Last synced: 31 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.

keras lime resnet-50

Last synced: 29 Oct 2024

https://github.com/mxagar/asl_alphabet_image_classification

This small project contains approaches to classify letter/alphabet images that contain gestures of the American Sign Language (ASL). Deep Learning models are used with Keras, including (1) CNNs defined from scratch, (2) transfer learning with models pre-trained on ImageNet and (3) autoencoders in combination with random forests.

autoencoder cnn deep-learning image-classification kaggle keras machine-learning random-forest resnet-50 transfer-learning vgg16

Last synced: 05 Nov 2024

https://github.com/mastergalen/motion-relationships

UCL Computer Science MEng Master's Project: Using machine vision to predict motion relationships between entities in videos.

computer-vision keras machine-vision python ucl

Last synced: 12 Oct 2024

https://github.com/usamafayaz/python-workshop

This repository contains exercises developed during a one-month training workshop on machine learning, image processing, and natural language processing. The workshop, covered various topics including cv2 for image processing, Flask for web development, and deep learning techniques using Keras with datasets such as MNIST, Reuters, and IMDB.

artificial-intelligence flask image-processing keras machine-learning matplotlib tensorflow video-processing

Last synced: 31 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/fmind/onet

Train and predict procedures of DNN for binary image classification.

deep-learning image-classification keras python tensorflow

Last synced: 14 Oct 2024

https://github.com/aneeshmurali-n/ann-diabetes-prediction

Predicting diabetes progression using an Artificial Neural Network (ANN). This project leverages the scikit-learn diabetes dataset for training and evaluation. Includes data preprocessing, model building, and performance visualization.

ann data-preprocessing data-visualization deep-learning diabetes-prediction exploratory-data-analysis keras machine-learning matplotlib neural-network numpy pandas regression scikit-learn seaborn tensorflow visualization

Last synced: 31 Oct 2024

https://github.com/mastergalen/stop-bluffing

Machine Learning model for detecting bluffing in Poker

affective-computing deep-learning facs keras ucl

Last synced: 12 Oct 2024

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: 06 Nov 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/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/fqwqf/lung-adenocarcinoma

使用Python的Keras进行深度学习，以预测肺腺癌患者生存期长短

keras python

Last synced: 31 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/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/nancyhamdan/24hdsc-2023

Predicting the stage of Dementia in Alzheimer patients using MRI brain scans

alexnet convolutional-neural-networks deep-learning keras neural-networks tensorflow

Last synced: 06 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/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

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" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Projects 💛💛💛💛💛<a name="Projects" /> 18 NLP Learning Resources 17 Examples/Notebooks 17 Scala Learning Resources 16 MATLAB Learning Resources 16