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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/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: 28 Jan 2025

https://github.com/ivanmrsulja/flower-classification-inceptionv3

Flower classification model that classifies flowers in 10 classes made using transfer learning (~85% accuracy).

inception-v3 inceptionv3 keras transfer-learning

Last synced: 03 Dec 2024

https://github.com/vishal-v/tiny-imagenet-challenge

Code and final submission for the Tiny ImageNet Challenge. Trained on Google colab and finished top 5 among 1072 participants

cnn-classification deep-learning imaug keras tensorflow tiny-imagenet tiny-imagenet-challenge

Last synced: 15 Dec 2024

https://github.com/kahnvex/wincast

A win forecasting model for the NFL

deep-learning forecast keras nfl

Last synced: 22 Jan 2025

https://github.com/gauravtrivedi967/mask_detection

In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of ‘with_mask’ images has made this task more cumbersome and challenging.

cv2 keras numpy os

Last synced: 23 Jan 2025

https://github.com/gaizkiaadeline/text-classification-model-using-lstm-and-word2vec-vectorization

This repository contains a text classification model using LSTM, Word2Vec embeddings, and the Adam optimizer for efficient training and classification of textual data. The model classifies textual data based on pre-trained word vectors and is built with TensorFlow and Keras.

adam-optimizer keras lstm tensorflow word2vec

Last synced: 12 Dec 2024

https://github.com/zafarrehan/custom_od_architecture_from_scratch

This repository walks you through creating your own custom One-Stage object detection model architecture ( in keras ) , with a synthetic dataset generator on board for training and evaluation

anchor-box custom-architecture jupyter-notebook keras non-maximum-suppression object-detection synthetic-dataset-generation tensorflow2

Last synced: 24 Jan 2025

https://github.com/yishun99/dqn

DQN + keras + OpenAI Gym

ddqn dqn gym keras

Last synced: 23 Jan 2025

https://github.com/schefflera-arboricola/virtual-ta

Hackathon Project 2023 : Captures the facial expressions of a learner watching online lectures and gives real time feedback/prompts, with a chat-gpt window incorporated.

beginner-project chatgpt-api cnn cnn-model computer-vision cv2 deep-face education facial-expression-recognition flask flask-application hackathon-project keras sklearn wip

Last synced: 25 Jan 2025

https://github.com/nazli-d/binary-classification-using-cnn

This project utilizes a CNN model to classify cat and dog images through training and testing processes. The model is created using the Keras library on the TensorFlow backend.

binary-classification cat-and-dog-classifier cnn convolutional-neural-networks flatten keras max-pooling numpy opencv python relu-activation sigmoid-function tensorflow

Last synced: 02 Jan 2025

https://github.com/jixinfeng/deeplearning.ai

My solutions for deeplearning.ai programming assignments

andrew-ng deeplearning-ai jupyter-notebook keras python tensorflow

Last synced: 29 Jan 2025

https://github.com/florensadimer/snoring_detector_deep_learning

Este projeto contém um modelo de deep learning baseado em um tutorial do TensorFlow para identificar sons de ronco (snoring) e não ronco (not snoring). Desenvolvido como parte de um projeto de pesquisa na PUCRS, que visa auxiliar na análise de distúrbios do sono.

deep-learning health keras python snoring spectrogram tensorflow

Last synced: 12 Dec 2024

https://github.com/pabvald/data-mining

Implementation of different Machine Learning algorithms within the Data Mining course (2019/2020) of the University of Valladolid

jupyter-notebook keras machine-learning python3 sklearn-library

Last synced: 29 Jan 2025

https://github.com/theodedeken/dimdrop

Dimensionality reduction using Neural Networks

dimensionality-reduction keras machine-learning-algorithms ml python

Last synced: 29 Jan 2025

https://github.com/kaushalprajapatikp/ann_classification_churn_modelling

This project utilizes an Artificial Neural Network (ANN) to predict customer churn for a bank, based on various customer attributes like demographics, financial details, and account behavior. The model performs binary classification to identify whether a customer is likely to leave the bank (churn) or stay.

artificial-neural-networks deep-learning keras keras-tensorflow machine-learning neural-network python sklearn tensorboard-visualizations tensorflow

Last synced: 22 Dec 2024

https://github.com/keidrun/boilerplate-machine-learning-dockerfiles-for-miniconda

Boilerplate of Dockerfiles for Jupyter Notebook, Tensorflow, Keras and so on with Miniconda.

deep-learning docker docker-compse dockerfile jupyter-notebook keras machine-lerning miniconda tensorflow

Last synced: 23 Jan 2025

https://github.com/xlisp/jim-emacs-fun-hylisp-keras

将哲学保存到每一个Lisp原子里面

compute-code functional-programming hack hylang keras lisp

Last synced: 26 Dec 2024

https://github.com/adeel-intizar/cifar-10-state-of-the-art-model

TensorFlow / keras Implementation of a new Architecture on CIFAR-10 Dataset

cifar-10 cifar10 keras resnet resnet-50 senet tensorflow

Last synced: 09 Jan 2025

https://github.com/arindal1/sentiment-analysis-tf-keras

A python script for YouTube sentiment analysis using a Neural Network with TensorFlow and Keras.

keras machine-learning sentiment-analysis tensorflow youtube

Last synced: 22 Dec 2024

https://github.com/andr3w03/news-classification-nlp

Machine Learning Development - News Classification NLP

dicoding keras machine-learning news-classification nlp nltk python tensorflow tokenizer

Last synced: 02 Dec 2024

https://github.com/andr3w03/chicago-weather-time-series

Machine Learning Development - Chicago Weather Time Series

dicoding keras lstm machine-learning mae python tensorflow time-series

Last synced: 02 Dec 2024

https://github.com/andr3w03/rock-paper-scissors-classification

Machine Learning For Beginners - Rock, Paper, dan Scissors Image Classification

convolutional-neural-networks dicoding image-classification keras machine-learning max-pooling python tensorflow

Last synced: 02 Dec 2024

https://github.com/souris-dev/neural-style-transfer

Neural style transfer implementation in keras using the method proposed by Johnson et al., and using the method by Gatys et al.

deep-learning keras neural-network style-transfer

Last synced: 23 Jan 2025

https://github.com/aromoh/sentiment-analysis-cnn

Project developed in Python 3.5 making use of Keras library (using TensorFlow as backend) to make a model capable of predicting sentiment polarity associated with Spanish tweets.

analisis-sentimiento cnn keras keras-language-modeling keras-tensorflow nlp sentiment-analysis sentimental-analysis

Last synced: 09 Dec 2024

https://github.com/rezahsnz/mlg

mlg: A decentralized CNN classification service based on Golem.

cnn golem keras

Last synced: 25 Dec 2024

https://github.com/akensert/reinforceable

Deep reinforcement learning implementations using TensorFlow and TensorFlow probability.

deep-learning keras reinforcement-learning tensorflow tensorflow-probability

Last synced: 10 Dec 2024

https://github.com/touhi99/generate-music

A sample music generation exercise

charlstm deep-learning keras music music-generation pytorch

Last synced: 17 Jan 2025

https://github.com/fatma-moanes/deep-learning-labs

My implementation for the labs of the Neural Networks and Deep Learning course that I studied at my university, Zewail City.

classification cnn data-science deep-learning gan keras matplotlib neural-network-architectures neural-networks numpy pandas preprocessing python regression-models regularization seaborn tensorflow time-series-analysis

Last synced: 02 Jan 2025

https://github.com/offchan42/honnet-web

Website for my HoNNeT deep learning side-project

bulma-css deep-learning flask gunicorn heroku hon jinja2 keras python tensorflow vuejs2

Last synced: 17 Dec 2024

https://github.com/offchan42/detect-cylinder

Detect cylinder from images using deep learning

convolutional-neural-networks deep-learning keras opencv tensorflow

Last synced: 17 Dec 2024

https://github.com/gigdevelopment10/neuralfunk

A Machine learning resource library for funky ML-Learners

algorithm keras machine-learning optimization-algorithms py-torch python scikit-learn tensorflow

Last synced: 09 Dec 2024

https://github.com/kr1shnasomani/plant-disease-detection

Detection of plant diseases using CNN (ResNet50 architecture)

cnn-classification keras resnet50-model tensorflow

Last synced: 16 Dec 2024

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: 22 Dec 2024

https://github.com/aurelienmorgan/french_text_sentiment

Sentiment Analysis in texts written in French language using Tensorflow/Keras (and using XGBoost for hyperparameters optimization)

beautifulsoup dask fasttext french gru hyperparameters-optimization jupyter-notebook keras multiprocessing nlp python rnn scikit-learn sentiment-analysis tensorflow transfer-learning web-scraping xgboost

Last synced: 15 Dec 2024

https://github.com/fanhuaandluomu/vae_notes

学习VAE的点滴记载~

keras python vae

Last synced: 11 Jan 2025

https://github.com/crivero7/rackioai

Rackio Artificial Intelligence for automation and control industry as a web service

ai keras keras-deep-learning keras-neural-networks python rackio tensorflow2

Last synced: 21 Nov 2024

https://github.com/hendriks73/accurate-tempo

High-Accuracy Musical Tempo Estimation using Convolutional Neural Networks and Autocorrelation

classification cnn keras ml music python tempo

Last synced: 02 Jan 2025

https://github.com/mstazherova/im-cyclegan

🤓 Applying cycle-consistent adversarial networks to the face attribute manipulation problem.

computer-vision cyclegan gan image-translation keras tensorflow

Last synced: 15 Dec 2024

https://github.com/yjg30737/pyqt_nsfw_image_filter_gui

Filter(remove) the NSFW(not safe for work) images in a certain directory recursively, backup every images before it

image-classification keras nsfw nsfw-classifier nsfw-detection nsfw-recognition pyqt pyqt5 pyqt5-gui python3

Last synced: 03 Jan 2025

https://github.com/frederickroman/deepnetsartstyletransfer

This project demonstrates how to use deep neural networks to generate stylized images given an input image and an input art style.

deep-learning keras neural-network style-transfer

Last synced: 17 Jan 2025

https://github.com/gunh0/code-generation

Testbed for Code Generation

code-generation keras

Last synced: 03 Dec 2024

https://github.com/veb-101/machine-learning-practice

Contains code-works from the Hands on scikit-learn and tensorflow book

deep-learning keras machine-learning python3 scikit-learn tensorflow-gpu

Last synced: 23 Dec 2024

https://github.com/grantgasser/neural-network-mnist-keras

Simple neural network for the MNIST dataset

jupyter-notebook keras mnist neural-network python

Last synced: 16 Dec 2024

https://github.com/iamgmujtaba/gif-celeba

A complete guide on how to generate animated images by detecting character face and gender using the CNN model.

celeba cnn-classification cnn-keras deep-neural-networks keras keras-tensorflow

Last synced: 16 Dec 2024

https://github.com/ducthienbui97/pokedex

I am making a real pokedex with a model 85% accuracy top 1, 91% top 3, 93% top 5

classifier cnn cnn-keras deep-learning deep-neural-networks jupyter-notebook keras pokemon python tensorflow

Last synced: 17 Dec 2024

https://github.com/jonasricker/autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.

cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow

Last synced: 03 Jan 2025

https://github.com/pedro-r-marques/keras-list-mapper

A Keras layer that performs a map operation over a ragged tensor

keras keras-layer keras-tensorflow

Last synced: 09 Jan 2025

https://github.com/rishav-hub/gnettrainer-package

GNetTrainer is a Deep Learning web application for training and predicting classification models which is written in Python 3. At the backend it uses Frameworks like Tensorflow 2.0 and Keras. You can train any classification model with any data using GNetTrainer without writing any line of code.

deep-learning keras machine-learning tensorflow

Last synced: 03 Jan 2025

https://github.com/bhattbhavesh91/tf-numpy-example

Faster NumPy using Tensorflow's tf.experimental.numpy module

keras numpy tensorflow

Last synced: 17 Jan 2025

https://github.com/bhattbhavesh91/early-stopping-demo

A repository to show how Early Stopping in Keras can Prevent Overfitting

early-stopping keras keras-neural-networks neural-networks

Last synced: 17 Jan 2025

https://github.com/bhattbhavesh91/dropout-walkthrough

A repository to show how Dropout in Keras can Prevent Overfitting

dropout dropout-keras keras keras-neural-networks keras-tensorflow neural-networks overfitting

Last synced: 17 Jan 2025

https://github.com/desimone/kaggle-dog-breed-keras-pytorch

Example of network fine-tuning in Keras and Pytorch.

kaggle kaggle-dog-breeds-identification keras pytorch

Last synced: 10 Jan 2025

https://github.com/marcogdepinto/scenarioclassifier

Classifying different scenarios (city, desert, mountain, nature, sea, universe). Project built using Python: Keras (with Tensorflow backend), numpy, scikit-learn.

classification computer-vision data data-science keras pictures python python3 tensorflow

Last synced: 17 Dec 2024

https://github.com/marcogdepinto/panoramamodelserving

Using Java and deeplearning4j to serve a Keras model.

deep-learning deep-neural-networks deeplearning deeplearning4j java keras python

Last synced: 17 Dec 2024

https://github.com/kieranlitschel/kerassearchcv

Built for the implementation of Keras in Tensorflow. Behaves similarly to GridSearchCV and RandomizedSearchCV in Sci-Kit learn, but allows for progress to be saved between folds and for fitting and scoring folds in parallel.

classification grid-search keras keras-tensorflow multithreading randomized-search scikit-learn

Last synced: 03 Jan 2025

https://github.com/iamgmujtaba/ltc-gif

Implementation of Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports Videos

artistic gif gif-animation keras sports sports-analytics tensorflow tensorflow2 thumbnail-generator thumbnails

Last synced: 16 Dec 2024

https://github.com/neelanjan00/blind-vision

Assisting blind people with the help of image-captioning via a smartphone app. The application makes use of two neural networks, a CNN-based image feature extractor, and an LSTM based sentence generator. The user is able to submit images to the app, which are fed to the CNN feature extractor. The extracted features are then fed to the LSTM network to generate the sentence that describes the image, which is then read aloud to the user.

cnn flask keras lstm ml opencv tensorflow

Last synced: 17 Dec 2024

https://github.com/neelanjan00/neural-style-transfer

A neural style transfer algorithm which uses a CNN trained with a style-cost function. The style-cost function makes use of two images, the style-image and the content-image to produce an image which is the content-image re-drawn in the style of the style-image, referred to as the generated image. The generated-image thus resembles an artwork similar to the original content-image but bearing the style of the style-image.

computer-vision deep-learning flask keras tensorflow

Last synced: 17 Dec 2024

https://github.com/tritonix711/digitvision-number-predictor

"DigitVision: Number Predictor" is a deep learning project that uses a Convolutional Neural Network (CNN) to classify handwritten digits (0-9) from images. Built with Python and TensorFlow, it supports dataset preprocessing, model training, evaluation, and predictions, offering a scalable and accurate solution for digit recognition tasks.

cnn keras matplotlib numpy os pillow plt python tensorflow tkinter

Last synced: 17 Jan 2025

https://github.com/manikantasanjay/covid_xray_detector_flask_app

A simple flask app for detecting covid-19 from chest x-ray images.

deep-learning flask h5py keras machine-learning python

Last synced: 22 Dec 2024

https://github.com/manikantasanjay/indian_number_plate_character_recognition

Character Recognition of Indian Number Plates Using Deep Learning Model Architecture(CNN).

computer-vision deep-learning image-processing keras machine-learning opencv tensorflow

Last synced: 22 Dec 2024

https://github.com/beomi/tf-keras-on-lambda

Example Repo for Tensorflow + Keras on AWS Lambda

aws keras lambda tensorflow

Last synced: 11 Jan 2025

https://github.com/zrkhadija/yoga-pose-recognition-using-cnns

This project employs deep learning techniques to classify yoga poses from images. Using CNNs, the model predicts the pose name for each input image, leveraging techniques like data augmentation and k-fold cross-validation to enhance performance and reliability.

cnn data-augmentation deep-learning evaluation keras tenserflow

Last synced: 07 Dec 2024

https://github.com/izharikov/state-farm-distracted-driver-detection

State farm distracted driver detection solution

kaggle keras python

Last synced: 11 Jan 2025

https://github.com/lasithaamarasinghe/dog-classification-with-tensorflow

This is an end-to-end deep learning project using Tensorflow and Keras for dog classification.

convolutional-neural-networks deep-learning dog-classification jupyter-notebook keras matpolotlib pandas pil pillow tensorflow

Last synced: 10 Jan 2025

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 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 Projects 💛💛💛💛💛<a name="Projects" /> 20 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 Distributed Computing Learning Resources 18 Python Learning Resources 18 NLP Learning Resources 17 Examples/Notebooks 17 Scala Learning Resources 16 MATLAB Learning Resources 16