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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: 2025-02-05 00:16:24 UTC
JSON Representation

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/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/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/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/jeffersonlicet/santander-questions-classification

🥈 Second Place Solution - Public Leaderboard Top 3 - 0.86639 | Clasificación de preguntas de clientes | Escuela de Ciencias Informáticas 2020. Universidad de Buenos Aires y Banco Santander.

fastext keras machine-learning nlp tensorflow word2vec

Last synced: 15 Oct 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/alekseynp/keras-torchvision

keras neural-networks pretrained-models pytorch tensorflow

Last synced: 28 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/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/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/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/danielegrattarola/ccm-aae

Adversarial Autoencoders with Constant-Curvature Latent Manifolds (2018, https://arxiv.org/abs/1812.04314)

deep-learning keras non-euclidean-geometry python

Last synced: 24 Oct 2024

https://github.com/mrmimic/machine-learning

Training a computer to do stuff is cool.

keras learning machine nltk python3 tensorflow

Last synced: 19 Nov 2024

https://github.com/mainanick/kerasplugins

kerasplugins: Boost Keras 💻

keras machine-learning python tensorflow

Last synced: 14 Oct 2024

https://github.com/alshedivat/adios

ADIOS: Architectures Deep In Output Space

deep-learning keras

Last synced: 24 Oct 2024

https://github.com/ipazc/deepevolution

Deepevolution is a PIP package for evolving tensorflow keras models with a genetic algorithm towards fitting a fitness function.

algorithm evolution evolve genetic keras loss network neural package pip tensorflow training

Last synced: 14 Oct 2024

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/kautukkundan/mlcc-keras-notes

Keras - well documented codes for MLCC session on 19th November, 2018 at CSIR-NISCAIR - New Delhi

computer-vision convolutional-neural-networks deep-learning keras neural-networks

Last synced: 15 Oct 2024

https://github.com/timesler/framework-agnostic-deep-learning

Common code for building neural networks with a hybrid of Pytorch and Tensorflow eager execution

deep-learning keras neural-network neural-networks pytorch tensorflow

Last synced: 15 Oct 2024

https://github.com/mrgloom/char-sequence-recognition-example

End-to-end char sequence recognition in Keras

captcha-breaking convolutional-neural-networks deep-learning keras plate-recognition proof-of-concept tensorflow toy-project

Last synced: 15 Oct 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/l0sg/pedestrian_detection

Pedestrian detection with convolutional neural networks

convolutional-neural-networks keras pedestrian-detection

Last synced: 21 Nov 2024

https://github.com/paulfitz/segmenty

training convnets to segment visual patterns without annotated data

computer-vision convolutional-neural-networks keras segmentation

Last synced: 27 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/githubuseraccountamazing/leukoright

A web app that uses a custom-built Keras model to recognize and classify white blood cells from microscopic images. It can distinguish between different types of WBCs and identify artifacts and bursted cells. I created this app as a way to explore image recognition technologies and to learn how to develop Keras models from scratch.

blood-analysis cell-recognition cell-types hematology image-classification keras leukocytes lymphocyte machine-learning microscopy microscopy-images monocyte neutrophil webapp white-blood-cells

Last synced: 19 Nov 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/imsanjoykb/detect-and-count-vehicles

Detect and Count Vehicles

computer-vision deeplearning image-classification keras neural-networks pytorch tensorflow vehicle-counter vehicle-detection

Last synced: 17 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: 13 Oct 2024

https://github.com/levperla/time_series_prediction_rnn

📈 Library for time series forecasting with RNN

deep-learning keras lstm rnn time-series

Last synced: 11 Oct 2024

https://github.com/jcrodriguez1989/KerasModelCreator

ShinyApp: Visually design Keras models for R language

deep-learning designer gui keras model r shiny tensorflow

Last synced: 18 Nov 2024

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/m-romanenko/rl-quadcopter

Using Reinforcement Learning to teach a quadcopter how to fly

ddpg keras python reinforcement-learning

Last synced: 11 Oct 2024

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 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/avishreekh/chest-x-ray-abnormality-classification

This projects aims to detect abnormalities in chest X-rays using methods in Deep Learning.

deep-learning keras medical-imaging

Last synced: 02 Dec 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 Oct 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: 10 Oct 2024

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

Optical character recognition using Tensorflow.

keras ocr python tensorflow

Last synced: 05 Nov 2024

https://github.com/qubvel/resnet_152

Pretrained on ImageNet ResNet-152 model in Keras

keras pre-trained pretrained resnet-152

Last synced: 06 Jan 2025

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/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: 11 Oct 2024

https://github.com/metriccoders/ai-studio

AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.

ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow

Last synced: 22 Jan 2025

https://github.com/sondosaabed/datacamp-image-processing-track

This track covers the fundamentals, from image pre-processing to deep learning. Began with image enhancement, restoration, biomedical images to convolutional neural nets, build powerful deep learning image classifiers.

biomedical-image-processing image-analysis image-processing keras matplotlib python scipy

Last synced: 06 Nov 2024

https://github.com/micah5/death-grips-lyrics-generator

rnn that generates ride lyrics

keras rnn tensorflow-js

Last synced: 06 Nov 2024

https://github.com/lewiscollum/frostav

From an almost fully 3D printed chassis, to sign detection using Yolo, FrostAV provides a broad and multifaceted source of inspiration for your own autonomous vehicle project.

3d-printing arch-linux-arm arduino atmega328p avr canny-edge-detection darknet flask gunicorn hough-line-transform keras makefile nginx opencv raspberry-pi-4 yolov3-tiny

Last synced: 12 Nov 2024

https://github.com/djb15/deblurring

Huawei number plate image deblurring competition entry

deeplearning keras machine-learning python tensorflow

Last synced: 28 Oct 2024

https://github.com/monk1337/multilab

State of art Framework for Multi-label classification

classification deep-learning keras machine-learning multi-label-classification tensorflow tensorflow-models tensorflow-tutorials text-classification text-processing

Last synced: 10 Oct 2024

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/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/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: 10 Oct 2024

https://github.com/abhaskumarsinha/keras-implementation-of-transformer-architecture

This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."

bert bert-model keras machine-translation natural-language-generation natural-language-processing natural-language-understanding nlp nlp-machine-learning nlp-parsing nmt nmt-model tensorflow tensorflow-tutorials tensorflow2 transformer transformer-architecture transformer-models translation

Last synced: 10 Oct 2024

https://github.com/unit8co/amld-workshop-pneumonia

Workshop about detecting pneumonia in X-Ray images

amld2019 cnn keras notebook transfer-learning

Last synced: 05 Nov 2024

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/anonym0uswork1221/jaraconverse-transformersbased

This JaraConverse model is a cutting-edge Transformer-based supervised Language Model (LLM) specifically designed for generating Python code snippets.

ai code-generator conversational-ai deep-neural-networks keras keras-nlp large-language-model llm machine-learning optimized python scratch tensoflow transformers transformers-models

Last synced: 10 Oct 2024

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/strcoder4007/covid-19-deep-learning

Detecting COVID-19 using X-ray Images, CT Scans and Deep Learning

kaggle-xray-dataset keras numpy sklearn tensorflow

Last synced: 12 Nov 2024

https://github.com/markmusic27/learning

👓 This repository follows my journey of my learning software development, computer science, and general sciences.

dart flutter keras learning machine-learning python tensorflow typescript

Last synced: 09 Nov 2024

https://github.com/en10/nasnet

NASNet in Keras

keras nasnet-models

Last synced: 05 Dec 2024

https://github.com/mohd-faizy/datascience-projects

Projects : DataScience, Artificial intelligence, Machine learning, Deep Learning

autoencoder bert-model classification-algorithm convolutional-neural-network convolutional-neural-networks dataset deeplearning generative-adversarial-network keras machine-learning-projects machinelearning natural-language-processing rainforcement-learning sentiment-analysis tensorflow

Last synced: 11 Oct 2024

https://github.com/ar4ikov/sentimentfilter

Быстрая и удобная библиотека для оценки тональности текста с использованием нейросети

cnn-keras cnn-text-classification filter keras lstm open-source sentiment sentiment-analysis tensorflow

Last synced: 17 Dec 2024

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/sayakpaul/reproducibility-in-tf.keras-with-wandb

Contains code for my model reproducibility experiments. Report attached.

keras reproducible-research tensorflow

Last synced: 13 Jan 2025

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/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/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/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/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/light4code/tensorflow-research

Research TensorFlow for machine vision industrial usage

anomaly-detection image-processing industrial industrial-automation keras neural-structured-learning nsl segmentation tensorflow unet unet-image-segmentation unet-keras

Last synced: 20 Jan 2025

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/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/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/rickiepark/keras-ko

Logical fork of keras-io

keras tensorflow

Last synced: 21 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/tanyachutani/keras-reverse-image-search-using-lsh-and-cosine-similarity

Keras Reverse Image Search using Locality Sensitive Hashing on Caltech 101 Dataset

cnn convolutional-neural-networks cosine-similarity image-search keras lsh reverse-image-search tensorflow

Last synced: 11 Nov 2024

https://github.com/maximellerbach/car-dcgan-keras

my implementation of DCGAN with keras, trained on car dataset

dcgan gan generative-adversarial-network keras

Last synced: 22 Oct 2024

https://github.com/ashishpatel26/semantic-segmentation-keras-tensorflow-example

Semantic Segmentation Example

keras keras-tensorflow segmentation semantic-segmentation tensorflow-keras unet unet-image-segmentation unet-keras unet-model unet-pytorch unet-segmentation

Last synced: 19 Nov 2024

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/pprp/yolov3.keras

yolov3.keras for VOC2007

keras object-detection voc yolov3

Last synced: 04 Dec 2024

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/roma-glushko/morty

🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

deep-learning experiment-management experiment-monitor experiment-tracking keras machine-learning pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/yoonper/googlenet-inception-v4

GoogLeNet Inception-v4 ( Keras 2.24 )

googlenet inceptionv4 keras tensorflow

Last synced: 29 Oct 2024

https://github.com/aureliusivan/spotify-recommender-system-with-word2vec

This project is a recommender system for Spotify songs. The system uses the Word2Vec model to find similar songs based on the song's lyrics.

keras mongodb spark word2vec

Last synced: 27 Oct 2024

https://github.com/adamvvu/snapshot_ensemble

Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.

data-science deep-learning keras machine-learning python tensorflow

Last synced: 13 Oct 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/soumyajit4419/writing_like_shakespeare

Automated Text Generation uisng LSTM.

keras lstm nlp poem shakespeare tensorflow

Last synced: 24 Oct 2024

https://github.com/hayatoy/deep-learning-datasets

deep-learning-datasets

datasets deep-learning keras machine-learning ml-engine tensorflow

Last synced: 09 Nov 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