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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.

GitHub: https://github.com/topics/keras
Wikipedia: https://en.wikipedia.org/wiki/Keras
Repo: https://github.com/keras-team
Created by: François Chollet
Released: March 27, 2015
Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
Last updated: 2025-02-21 00:16:07 UTC
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https://github.com/ralgond/tsad-ucr

Time Series Anomaly Detection Solutions for KDD2021 UCR dataset

anomaly-detection autoencoder data-augmentation deep-learning kdd2021 keras matrix-profile pytorch tensorflow time-series ucr variational-autoencoder

Last synced: 11 Nov 2024

https://github.com/nitin-bommi/face-mask-detection

A real time face mask detection model

artificial-intelligence caffe caffe2 computer-vision convolutional-neural-networks deep-learning deep-neural-networks face-detection image image-classification image-processing keras machine-learning mobilenetv2 neural-network python tensorflow

Last synced: 05 Jan 2025

https://github.com/danielegrattarola/keras-multiplexer

A Keras layer that acts as multiplexer for Dense layers (Tensorflow backend only)

deep-learning keras keras-layer layer python

Last synced: 24 Oct 2024

https://github.com/adhiiisetiawan/corn-disease-recognition

Image recognition for corn leaf disease. The model has been deployed as an android application for easy use by farmers and agricultural professionals.

agriculture android convolutional-neural-network keras tensorflow tensorflow-lite

Last synced: 15 Jan 2025

https://github.com/vasu7052/handwritten-letter-recognition

A project for recognizing hand written letters/alphabets using both OpenCV and Deep Learning

deep-learning keras machine-learning neural-network opencv

Last synced: 11 Nov 2024

https://github.com/tomfran/urban-sound-classification

UrbanSound8K dataset classification using MLP and CNN.

audio-classification cnn keras machine-learning neural-network python tensorflow urbansound8k

Last synced: 10 Nov 2024

https://github.com/mainanick/kerasplugins

kerasplugins: Boost Keras 💻

keras machine-learning python tensorflow

Last synced: 14 Oct 2024

https://github.com/arthurdouillard/keras-squeeze_and_excitation_network

Implementation in Keras of Squeeze and Excitation (https://arxiv.org/abs/1709.01507)

computer-vision deep-learning keras

Last synced: 11 Feb 2025

https://github.com/weixuanz/flood-warning-system

Flood warning using RNN and clustering on live water level data

bokeh clustering flood keras prediction rnn

Last synced: 12 Nov 2024

https://github.com/anmol-singh-jaggi/jukebot

:musical_score: :musical_keyboard: Generating artificial music using Recurrent Neural Networks

keras machine-learning midi music music-composition neural-network rnn

Last synced: 15 Oct 2024

https://github.com/AlexPasqua/keras-caffe-converter

Keras - Caffe converter (both directions) with pruning demos in Keras. Originally developed as BSc thesis project @ University of Verona

caffe caffe-keras-converter keras keras-caffe-converter neural-networks nns-converter tensorflow

Last synced: 17 Nov 2024

https://github.com/shubham0204/spam_classification_tf

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

android-application keras python3 spam-classification tensorflow

Last synced: 23 Nov 2024

https://github.com/paramaggarwal/deeplearning-quickstart

A quick-start into deep learning, classifying top-wear/bottom-wear from the Myntra catalog.

deep-learning image-classification keras neural-networks quickstart

Last synced: 27 Oct 2024

https://github.com/mgefimov/colorizer

black & white photo colorizer

coreml coreml-framework coreml-vision keras swift

Last synced: 12 Feb 2025

https://github.com/juancastillo0/neural_graph

Generate neural network code from a graphical user interface.

code-generator dart dartlang keras python tensorflow

Last synced: 19 Oct 2024

https://github.com/sjain-stanford/pretrained-weights

Pre-trained weights for CNNs

alexnet caffe ckpt inception keras mobilenet resnet squeezenet tf-slim

Last synced: 17 Oct 2024

https://github.com/sadmansakib93/federated-learning-keras

Sample Keras implementation of the Federated Learning (FL) for experimental research simulations.

deep-federated-learning deep-learning distributed-computing federated federated-learning federation keras python3 tensorflow-examples

Last synced: 09 Feb 2025

https://github.com/aydinnyunus/digitrecognizer

Recognize Digits

digit-recognition digit-recognition-mnist digit-recognizer digits-dataset digits-recognition keras matplotlib matplotlib-figures matplotlib-pyplot numpy numpy-library python python3 tensorflow tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/touhi99/dl_dialogue_act_classification

DL Lab Project - Given a subset of switchboard corpus, goal is to classify dialogue acts from Speech and Text data. We define a RNN-LSTM model for Text classification and CNN model for speech classification and then ensemble both model to output a stable and higher performance model

classification cnn deep-learning deep-neural-networks dialogue dialogue-act embedding-models keras rnn

Last synced: 17 Nov 2024

https://github.com/dinataklit/ann_predict_loop_unrolling_factor

Deep neural network model based to predict optimal loop unrolling factors to optimize loops in tiramisu compiler.

deep-neural-networks keras loops neural-network optimization tiramisu

Last synced: 22 Jan 2025

https://github.com/sanyam8055/100-days-of-ml

These 100 days will exclusively focus on the state of the art Machine learning and Deep Learning Models and Implementation of Research papers.

100-days-of-ml-code flutter keras python tensorflow

Last synced: 11 Dec 2024

https://github.com/paoloripamonti/word2vec-keras

Word2Vec Keras Text Classifier

data-science keras machine-learning text-classification word2vec

Last synced: 18 Nov 2024

https://github.com/cyberzhg/keras-conv-vis

Convolution visualization

keras visualization

Last synced: 31 Jan 2025

https://github.com/harborzeng/resume_traning

keras机器学习，如何从上次停掉的地方继续训练

blog keras tellyouwhat tensorflow

Last synced: 17 Nov 2024

https://github.com/gokceneraslan/tensorsne

Fast Barnes-Hut t-SNE with Tensorflow integration

barnes-hut-tsne keras python tensorflow tsne tsne-algorithm

Last synced: 18 Nov 2024

https://github.com/l0sg/shoes_classification

Simple shoes classification with ResNet50 in Keras for Deepest Hackaton Challenge

fine-tuning image-classification keras resnet-50 scikit-learn transfer-learning

Last synced: 21 Nov 2024

https://github.com/surajv311/facial-exp-recognition

This is a facial expression recognition app built using Tensorflow & OpenCV (Python 🐍). The flask app is trained and can detect expressions like happy, sad, fear, angry, etc.

face-recognition flask keras keras-tensorflow opencv python tensorflow

Last synced: 19 Nov 2024

https://github.com/phylliade/vinci

A generic, easy to use, and keras-compatible deep RL framework

ddpg deep-reinforcement-learning keras openai-gym tensorflow visualization

Last synced: 01 Jan 2025

https://github.com/voinic/u2net-keras

Minimal scripts for testing U-2-Net models in Keras

image-segmentation keras python-image-processing tensorflow u-2-net u2net

Last synced: 24 Nov 2024

https://github.com/devkihyun/neural-style-transfer-tensorflow-keras

Tensorflow(using keras pretrained model) implementation of 'Image Style Transfer Using Convolutional Neural Networks'

deep-neural-networks keras python style-transfer tensorflow

Last synced: 31 Dec 2024

https://github.com/cyberzhg/keras-targeted-dropout

Targeted dropout implemented in Keras

dropout keras regularization

Last synced: 23 Jan 2025

https://github.com/syarig/cygo

Cygo is Go AI has feature of like AlphaGo Fan

alphago cython keras mcts python3 ray

Last synced: 28 Nov 2024

https://github.com/ahamez/progml

Programming Machine Learning book

cplusplus elixir elixir-explorer elixir-nx keras machine-learning python

Last synced: 20 Feb 2025

https://github.com/janpalasek/resunet-tensorflow

Implements Deep Residual U-Net network.

keras resunet semantic-segmentation tensorflow tensorflow2

Last synced: 23 Dec 2024

https://github.com/shivamgupta92/analysis-of-market-trends-using-deep-learning

Analysis of market trend using Deep Learning is project that forecasts stock prices using historical data and ML models. Leveraging data collection, feature engineering, and model training. Primarily designed for the Indian stock market, it is adaptable for international markets, providing valuable insights for investors and analysts.

deep-neural-networks keras mysql numpy pandas python3 scikit-learn-api tensorflow time-series-analysis yfinance-api

Last synced: 11 Jan 2025

https://github.com/kaladabrio2020/livro-aprendizado-de-maquina-sklearn-keras-tf

Lendo Livro e Aplicando

cluster keras machine-learning python scikit-learn tensorflow

Last synced: 16 Dec 2024

https://github.com/Golbstein/Keras-Real-Time-Style-Transfer

Real time style transfer in Keras

keras keras-tutorials real-time style-transfer

Last synced: 27 Nov 2024

https://github.com/srlozano/brain-tumor-radiogenomic-classification

Brain Tumor Radiogenomic Classification task solved by Transfer Learning at Universitat de Barcelona and Universitat Politècnica de Catalunya · BarcelonaTech

brain-tumor-classification convolutional-neural-networks deep-learning keras medical-image-analysis python tensorflow transfer-learning

Last synced: 28 Jan 2025

https://github.com/lakesideminers/keysmashzappies

zaps you when you keysmash

adults-only estim keras keysmash nsfw pishock shitpost tensorflow

Last synced: 04 Jan 2025

https://github.com/l0sg/pedestrian_detection

Pedestrian detection with convolutional neural networks

convolutional-neural-networks keras pedestrian-detection

Last synced: 21 Nov 2024

https://github.com/nemeslaszlo/social-media-trends-analysis-based-on-sentiment-and-fresh-runtime-data-collections

Within this scope of repository, we conclude and analyze the sentiments and manifestations (comments,hastags, posts, tweets, images) of the users of the Twitter social mediaplatform, based on the main trends and different subcategories of this trends. Where we analyze, compile, visualize statistics, and summarizefor further processing. (Arcitle's repository))

analysis keras keras-tensorflow recurrent-neural-networks scraper social-media tensorflow2 twitter-api

Last synced: 01 Dec 2024

https://github.com/nemeslaszlo/social-media-analysis-based-on-covid-19-with-sentiment-analysis-ner-and-information-extraction

This repository contains the social media data scraper and the notebooks of this analysis. Where we analise the Social Media posts - tweets with Sentiment Analysis then we analyse this results with Named Entity Recognition (NER) and Information Extraction methods to get a more accurate and detailed picture of this sentiment results.

bert data-science data-visualization information-extraction keras named-entity-recognition nltk reccurent-neural-network tensorflow textblob

Last synced: 01 Dec 2024

https://github.com/armanx200/captcha_detector

🤖 DeepCaptcha Solver 🚀 | A cutting-edge deep learning model for solving CAPTCHA images with high accuracy using CNNs and Keras. 🌟

ai arman-kianian artificial-intelligence captcha-recognition captcha-solving code-finder computer-vision convolutional-neural-networks dataset deep-learning image-processing image-recognition keras machine-learning model-training neural-networks ocr optical-character-recognition python

Last synced: 24 Jan 2025

https://github.com/impetus-udes/rule4ml

Resource Utilization and Latency Estimation for ML on FPGA.

fpga hls keras machine-learning neural-network onnx prediction python pytorch regression-models

Last synced: 20 Jan 2025

https://github.com/mlh-fellowship/0.1.2-sentiment-analysis-visualization

Machine Learning Web Application. Helps to visualize a character-by-character breakdown of how sentiment analysis classifies text

bentoml keras keras-neural-networks lstm lstm-sentiment-analysis machine-learning machine-learning-algorithms sentiment-analysis-visualization visualizations

Last synced: 17 Dec 2024

https://github.com/barqawiz/ai-nanodegree-term2

Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)

ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity

Last synced: 01 Jan 2025

https://github.com/aflah02/gsoc_report

A report for the work I did during my Google Summer of Code 2022 Project with TensorFlow

deep-learning keras nlp tensorflow

Last synced: 20 Nov 2024

https://github.com/sirius-mhlee/object-detection-using-keras-yolo1

Keras implementation of You Only Look Once

deep-learning keras object-detection paper-implementation python yolov1

Last synced: 07 Dec 2024

https://github.com/laugh12321/generatepoetry-translate

✨Using RNN and LSTM generate poetry by Keras, and translate poetry. (通过Keras实现基于RNN与LSTM的藏头诗自动生成模型, 并将生成的古诗翻译成英文.)

generate-poetry keras rnn-lstm translation

Last synced: 19 Feb 2025

https://github.com/valaydave/mnist-experiments-with-metaflow

Experimentation Of different deep learning models for classification of digits on a MNIST dataset using Metaflow

deeplearning keras metaflow tensorflow

Last synced: 25 Nov 2024

https://github.com/mftnakrsu/cats-and-dogs-cnn-v1

cats and dogs CNN v1

cnn deep-learning keras keras-tensorflow neural-network

Last synced: 22 Nov 2024

https://github.com/zhixiangli/alphagomoku-zero

An implementation by AlphaZero algorithm for Gomoku (Gobang / Five Chess)

alphago alphago-zero alphazero gobang gomoku keras mcts

Last synced: 12 Dec 2024

https://github.com/pilestin/bist30-stock-market-forecasting

Ondokuz Mayıs Üniversitesi Bilgisayar Mühendisliği Bitirme Projesi

deep-learning keras linear-regression lstm lstm-neural-networks machine-learning neural-network pandas python stock-price-prediction streamlit yahoo-finance

Last synced: 11 Dec 2024

https://github.com/tspannhw/yolo3-keras-tensorflow

A tweak to https://github.com/qqwweee/keras-yolo3 to store images and json attributes

apache-nifi keras nifi osx python tensorflow yolov3

Last synced: 11 Dec 2024

https://github.com/crispengari/gender-classification

this is a simple rest api serving a deep learning model that classifies human gender based on their faces. (vgg16 transfare learning)

artificial-intelligence deep-learning face-re flask gender-classification image-classification keras machine-learning tensorflow vgg16

Last synced: 16 Dec 2024

https://github.com/thecoderpinar/plant-health-monitoring

🌱 This project aims to automate plant health monitoring using computer vision and deep learning. It focuses on accurate disease detection and classification in plants through rigorous data preprocessing and robust model selection.

agriculture artificial-intelligence cnn cnn-model computer-vision deep-learning github keras machine-learning open-source opencv plant-health tensorflow

Last synced: 16 Dec 2024

https://github.com/aminehorseman/mobilenet-v2-custom-dataset

Using Keras MobileNet-v2 model with your custom images dataset

computer-vision custom-data custom-dataset deep-learning deep-neural-networks digits-recognition image-classification keras keras-models keras-tensorflow machine-learning python python-3 tensorflow tensorflow-models

Last synced: 15 Nov 2024

https://github.com/sekunho/fen_gen

Generate Forsyth-Edward notations from chess board images

chess deep-learning elixir fen forsyth-edwards-notation keras machine-learning neural-networks phoenix tensorflow2

Last synced: 26 Nov 2024

https://github.com/adamspannbauer/keras_image_r_python

comparing a keras image classification task done in R and python

computer-vision image-classification keras python r vgg19

Last synced: 13 Feb 2025

https://github.com/antz22/visionary

Visionary is a revolutionary mobile app that assists the visually impaired in interacting with the world. (2nd Place Overall MEGA Hack)

accessibility computer-vision flask flutter inclusivity keras machine-learning object-detection python tensorflow

Last synced: 21 Jan 2025

https://github.com/jmmanley/conv-autoencoder

a convolutional autoencoder in python and keras.

autoencoder computer-vision convolutional-autoencoder convolutional-neural-networks keras python

Last synced: 15 Nov 2024

https://github.com/devinterview-io/keras-interview-questions

🟣 Keras interview questions and answers to help you prepare for your next machine learning and data science interview in 2024.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation keras keras-interview-questions keras-questions keras-tech-interview machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions software-engineer-interview technical-interview-questions

Last synced: 06 Feb 2025

https://github.com/fblupi/image-classification-cervical-cancer

Repository for Kaggle's competition: "Intel and Mobile ODT Cervical Cancer Screening"

cnn deep-learning image-classification keras mxnet tensorflow

Last synced: 03 Dec 2024

https://github.com/pprp/yolov3.keras

yolov3.keras for VOC2007

keras object-detection voc yolov3

Last synced: 04 Dec 2024

https://github.com/sayakpaul/consistency-training-with-supervision

Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".

computer-vision consistency-regularization keras robustness-experiments tensorflow

Last synced: 13 Jan 2025

https://github.com/abrahamkoloboe27/fruits-recognition-training

Projet de Classification d'Images de Fruits

albumentations cnn data-augmentation deep-learning efficientnet image-classification image-processing keras netron python resnet tensorflow vgg16

Last synced: 31 Oct 2024

https://github.com/singhdivyank/data-science-cheatsheets

Reference material for Data Scientists, developers, and interviews

artificial-intelligence computer-vision data-visualization deep-neural-networks fine-tuning keras large-language-models machine-learning matplotlib mlops natural-language-processing neural-networks numpy pandas probability python pytorch quantization sql statistics

Last synced: 06 Jan 2025

https://github.com/sayannath/blood-cell-detection-tfod-2.0

Using TensorFlow Object Detection API to detect blood cells

blood-cells detection efficient-det keras medical-diagnosis medical-image-processing object-detection tensorflow tfod tfod-api

Last synced: 11 Dec 2024

https://github.com/sc4recoin/jeras

Keras-style machine learning framework for Java

framework keras machine-learning-from-scratch neural-networks neural-networks-from-scratch

Last synced: 27 Jan 2025

https://github.com/hyzhak/deep-learning-cnn-course-notes

my notes from CNN course of Deep Learning by Andrew Ng

cnn computer-vision deep-learning deep-neural-networks face-recognition jupyter-notebook keras neural-style-transfer object-classification object-detection

Last synced: 05 Nov 2024

https://github.com/sayannath/image-scene-classification

Image-Scene-Classification with 30 different classes.

big-transfer bit image-classification keras mobilenetv3 state-of-the-art-models tensrflow tflite visual-transformer vit

Last synced: 24 Oct 2024

https://github.com/giuseppegrieco/keras-tuner-cv

Extension for keras tuner that adds a set of classes to implement cross validation techniques.

cross-validation keras keras-tuner keras-tuner-cross-validation

Last synced: 14 Oct 2024

https://github.com/byte7/adaptive-curriculum-gan-keras

Keras implementation of Adaptive Curriculum GAN

gans generative-adversarial-network keras

Last synced: 15 Oct 2024

https://github.com/thefloatingstring/cure-melanoma

Using Deep Learning to enhance cancer treatment. Project presented at the 2018 Startupfest hackathon.

cancer cancer-research flask image-recognition keras

Last synced: 13 Nov 2024

https://github.com/arhik/ddpg_hfo

reinforcement learning experiment in HFO Partial Observable environment. This is an attempt to recreate or perform better if possible the results from the paper.

ddpg keras reinforcement-learning

Last synced: 07 Nov 2024

https://github.com/senofsky/face-mask-detector

A library and command line utility for detecting face masks in images and video streams

computer-vision covid-19 deep-learning detect-face-masks face-mask-detection face-mask-detector face-masks keras keras-tensorflow machine-learning mobilenetv2 python python3 video-stream

Last synced: 17 Feb 2025

https://github.com/franzdiebold/covfefe-flow

@realDonaldTrump 😤 fake tweet autocompleter 🤖

deep-learning fullstack gcp github-pages google-cloud-functions google-cloud-storage google-colab jupyter-notebook keras lstm rnn tensorflow

Last synced: 05 Nov 2024

https://github.com/tunmx/bald_classification

秃头识别 bald classification

bald keras python tensor tensorflow

Last synced: 24 Oct 2024

https://github.com/lamba92/pinsir

PINSIR, or Person Identification Network Stack for Identity Recognition, is a scalable open source end to end solution for face detection and identity recognition.

comparison detection docker extraction face-detection grpc identity-recognition keras kotlin kotlin-multiplatform microservice neural-networks tensorflow

Last synced: 10 Nov 2024

https://github.com/burakahmet/deeplearning.ai-tensorflow-developer-professional-certificate

Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer Professional Certificate program

artificial-neural-networks cnn computer-vision convolutional-neural-networks coursera deep-learning deep-neural-networks deeplearning image-classification image-processing keras learning-notes machine-learning natural-language-processing neural-network neural-networks recurrent-neural-networks rnn tensorflow tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/jcrodriguez1989/kerasmodelcreator

ShinyApp: Visually design Keras models for R language

deep-learning designer gui keras model r shiny tensorflow

Last synced: 11 Feb 2025

https://github.com/tushar-ml/darkneuron

This Library will deal with the implementation of Automatic Deep Learning which can reduce the time and Complexity for non-technical users and Specialists in this field to train their own networks with significant accuracies and can perform Image Classification, Object Detection and hybridization of Models.

automation-framework classification-model keras keras-tensorflow object-detection python yolov4

Last synced: 28 Oct 2024

https://github.com/jay-johnson/antinex-client

AntiNex python client for training and using pre-trained deep neural networks with JWT authentication

ai ai-security anti-nex artificial-intelligence deep-neural-networks jwt keras python rest-client tensorflow

Last synced: 09 Feb 2025

https://github.com/jsmolka/tensor-ocr

Optical character recognition using Tensorflow.

keras ocr python tensorflow

Last synced: 05 Nov 2024

https://github.com/rickiepark/keras-ko

Logical fork of keras-io

keras tensorflow

Last synced: 21 Dec 2024

https://github.com/johnolafenwa/deepreview

Baseline Implementation of Popular Deep Learning Papers

computer-vision deeplearning keras neural-networks

Last synced: 05 Dec 2024

https://github.com/sondosaabed/tensorflow-keras-bootcamp

Learned how Neural Networks, Multi-Layer Perceptron and Convolutional Neural Networks are used for Image Classification and Segmentation, and trained CNN model on a custom dataset.

bootcamp keras opencv python tensorflow

Last synced: 09 Feb 2025