Ecosyste.ms: Awesome

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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/anantzoid/kaggle-leaf-classification

My solution to Kaggle's Leaf Classification competition

autoencoder deep-learning kaggle kaggle-competition keras

Last synced: 29 Jan 2025

https://github.com/amine-akrout/smoker_detection

Smoker Detection deep learning model served via a Web App using TensorFlow, tensorflow-serving, flask and Docker compose

deep-learning docker docker-compose flask inceptionv3 keras model-deployment model-serving tensorflow tesnorflow-serving transfer-learning

Last synced: 29 Jan 2025

https://github.com/amine-akrout/spam-filter

Deploying a deep learning based Spam filter for e-mails using keras, flask, Docker and docker-compose

docker docker-compose flask keras lstm text-classification

Last synced: 29 Jan 2025

https://github.com/duyu09/power-load-decomposition-algorithm

Power Load Decomposition Algorithm. 基于人工智能与Keras框架的电力负荷分解算法。

ai keras python

Last synced: 16 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/amogh7joshi/deeptoolkit

A deep learning library containing implementations of popular algorithms and extensions to TensorFlow and Keras, with an in-built computer vision module.

deep-learning keras neural-networks python tensorflow

Last synced: 29 Jan 2025

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 23 Jan 2025

https://github.com/martincastroalvarez/keras-nltk-topic-modeling

Implementation of a Neural Network to classify text with Python and Keras

keras matplotlib neural-network python3 reuters text-classification

Last synced: 22 Dec 2024

https://github.com/igelbox/lamarr

Quadrupeds learn to conquer mankind

3d-printing keras machine-learning pybullet quadruped

Last synced: 17 Jan 2025

https://github.com/ayaz-amin/neuralnetworkpong

Pong AI Written in Python 3.6.7, JavaScript and HTML

deep-learning html5 javascript keras pong python3 tensorflow

Last synced: 29 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/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/eduribeiro00/artworkrecognition-feup-vcom

Code and projects developed in the VCOM subject throughout the semester (MIEIC 4th year, 2nd semester).

bagofwords cnn cnn-classification cnn-keras computervision jupyter-notebook keras opencv opencv-python python

Last synced: 29 Jan 2025

https://github.com/tugot17/simple-gan-in-keras

Introduction to Generative Adversarial Networks on a pet example, created with Keras package

gan generative-adversarial-network introduction intuition keras

Last synced: 21 Nov 2024

https://github.com/luisvalgoi/predia

Machine Learning Model for Final Paper @ UNISINOS

ensemble-learning keras machine-learning neural-network sklearn streamlit

Last synced: 05 Feb 2025

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: 29 Jan 2025

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: 29 Jan 2025

https://github.com/zabir-nabil/kerasic-park

Keras Model Zoo, A compilation of links to pre-trained weights of keras models for CV, NLP, Signal, Speech, etc. domain from all possible sources.

keras keras-model keras-model-zoo keras-pre-trained keras-weights

Last synced: 29 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/prem07a/dog_cat

Build and train a deep learning model to classify cat and dog images, with model performance analysis.

cnn deep-learning dog-cat-classification keras python3 streamlit-webapp tensorflow

Last synced: 05 Feb 2025

https://github.com/marcelo-earth/FashionItem-Classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 05 Feb 2025

https://github.com/sayannath/linear-app

An ANN model is built and trained and exported to tflite format. Then it is integrated into Android App.

android ann deep-learning deep-neural-networks java keras machine-learning tensorflow tflite

Last synced: 05 Feb 2025

https://github.com/sayannath/noise-reduction-using-auto-encoders

Noise Reduction of Images using Auto Encoders.

autoencoder-mnist autoencoders keras tensorflow tflite

Last synced: 05 Feb 2025

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

Mask Detection model deployed using Flutter App

cnn-keras deeplearning flutter keras tensorflow2 tflite

Last synced: 05 Feb 2025

https://github.com/sayannath/transfer-learning-dsckiit

Transfer Learning Method is used to detect whether it is cat or dog.

cats dogs image-classification inceptionv3-model keras tensorflow2 transfer-learning

Last synced: 05 Feb 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/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/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/fabiangroeger96/wandb-callbacks

Additional Callbacks for Weights & Biases to monitor your models even better :mag_right:

callback experiment-track hyperparameter-search keras machine-learning tensorflow weights-and-biases

Last synced: 05 Feb 2025

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: 29 Jan 2025

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/antonio-f/generating-names-with-rnn

Generating names with recurrent neural networks test (from Coursera's Advanced Machine Learning - Intro to Deep Learning course).

deep-learning keras name-generation nlp recurrent-neural-networks rnn sequence-models

Last synced: 06 Feb 2025

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/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/manik2000/deep-learning-portfolio

Portfolio of deep learning projects

cnn deep-learning gan keras pytorch

Last synced: 30 Jan 2025

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/einstellung/gender_conversion

This repository can realize the feminization of male characters in pictures and the masculinization of female characters in picture.

cyclegan keras opencv pyqt5 pytorch

Last synced: 23 Jan 2025

https://github.com/miroslav-reiter/pevs-pani-kontrolling

⚙️ Zdrojové kódy a projekty z predmetu Kontrolling na DNN na PEVS/PANI

deep-learning dnn keras kontrolling pani pevs python reiter tensorflow uns

Last synced: 22 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: 03 Feb 2025

https://github.com/shwetajoshi601/datacamp-deep-learning-in-python

Implementation to challenges in the Course Deep Learning in Python offered by DataCamp.

datacamp-course deep-learning keras neural-network python3

Last synced: 17 Jan 2025

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/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/nguyenquangtung/ml-chatbox

Basic chatbot using Keras Sequential Model and Deployment

api chatbot flask keras natural-language-processing nlp sequential-models

Last synced: 23 Dec 2024

https://github.com/1chooo/cnn-handwriting-detection

A CNN-driven method for detecting and classifying handwriting.

cnn deep-learning keras python3 tensorflow

Last synced: 04 Dec 2024

https://github.com/chen0040/keras-object-detection-web-api

A simple wrapper over keras object detection libraries and provide web api using flask

flask keras object-detection yolo

Last synced: 16 Dec 2024

https://github.com/chen0040/pydl-hands-on

Hands-on experiments on the various deep learning framework

hands-on-lab keras theano

Last synced: 16 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/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/khanhlvg/digitclassifier

A end-to-end demo of how to build train a digit classifier using TensorFlow 2.0 (Keras API), then convert the model to TensorFlow Lite, and run inference on mobile apps

computer-vision keras tensorflow

Last synced: 16 Dec 2024

https://github.com/abdelhakim-gh/datamining_project_income_prediction

Predicting income level based on the individual’s personal information

data-mining data-preprocessing data-science data-visualization keras neural-network sklearn

Last synced: 23 Jan 2025

https://github.com/dataxujing/retinanet-keras

:pencil2::pencil2::pencil2: RetinaNet目标检测模型训练和推断

cv deeplearning keras object-detection python3 retinanet

Last synced: 17 Dec 2024

https://github.com/elcaiseri/digit-recognizer-mnist

Implement deep learning (CNN Network) and machine learning (Random Forest, KNN and Naive Bayes) to recognize digits from (0~9)

convolutional-neural-networks digit-recognition kaggle keras knn mnist naive-bayes random-forest

Last synced: 01 Jan 2025

https://github.com/subpic/ku

Training management utilities for TensorFlow Keras.

deep-learning hdf5 image-processing keras keras-generators tensorflow

Last synced: 17 Dec 2024

https://github.com/nguyen-hanhnong/cs2-golang-hacker-analyzer

Python and Golang based tool that can be used to determine if a player is cheating in the game Counter-Strike: 2 The tool uses machine learning models to analyze the player's statistics and determine if they are cheating.

cs2 demo-parser go golang keras matplotlib pandas python tensorflow

Last synced: 23 Dec 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: 12 Dec 2024

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/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/rezahsnz/mlg

mlg: A decentralized CNN classification service based on Golem.

cnn golem keras

Last synced: 25 Dec 2024

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/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/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/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/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/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/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

https://github.com/dohlee/deeplearning-earlystopping

A minimal python class implementation for early stopping during deep learning model training.

deeplearning keras pytorch utility-classes

Last synced: 10 Jan 2025

https://github.com/aveek-saha/transformer

A TensorFlow 2.0 Implementation of the Transformer: Attention Is All You Need

attention-is-all-you-need attention-mechanism attention-network keras tensorflow2 transformer

Last synced: 24 Dec 2024

https://github.com/shashvatshah9/eeg_image_recall

Classifying image recall on user's EEG data who performed forced choice memory test on Country flag images.

eeg keras lstm python3

Last synced: 10 Jan 2025

https://github.com/rezaafaisal/shrimp-detection

By applying object detection techniques using EfficientDet, this model can detect and count the number of shrimp on an image.

efficientdet keras object-detection opencv python tensorflow

Last synced: 24 Dec 2024

https://github.com/bryanbocao/incompletecode

Self-contained Reinforcement Learning Algorithms.

keras reinforcement-learning reinforcement-learning-algorithms tensorflow

Last synced: 18 Dec 2024

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

Testbed for Code Generation

code-generation keras

Last synced: 30 Jan 2025

https://github.com/leoverto/colour-converter-keras

Neural network that can learn how to convert between colour spaces.

keras machine-learning neural-network

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 C/C++ Tools and Frameworks 25 NLP Tools, Libraries, and Frameworks 25 Model Deployment library 24 Python Frameworks and Tools 21 R Tools, Libraries, and Frameworks 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 NLP Learning Resources 18 Examples/Notebooks 16 Swift Learning Resources 16 Computer Vision Learning Resources 16