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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: 2025-01-31 00:16:07 UTC
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https://github.com/vaibhav-kesarwani/text_emotion_classifier

A 𝗧𝗲𝘅𝘁 𝗘𝗺𝗼𝘁𝗶𝗼𝗻 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 is an AI model that analyzes text to detect and classify emotions like 𝗵𝗮𝗽𝗽𝗶𝗻𝗲𝘀𝘀 😊, 𝘀𝗮𝗱𝗻𝗲𝘀𝘀 😢, 𝗮𝗻𝗴𝗲𝗿 😠, and 𝘀𝘂𝗿𝗽𝗿𝗶𝘀𝗲 😲. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 10 Oct 2024

https://github.com/frgfm/sdcnd-p3-traffic-sign-classification

Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree

deep-learning image-classification keras python self-driving-car tensorflow traffic-sign-classification

Last synced: 29 Dec 2024

https://github.com/narasimha1997/pnuemonia_classification_onnx

Pnuemonia classification at scale using ONNX runtime and an inference server with batching support.

deep-learning deployment keras onnx python python3 tensorflow

Last synced: 27 Dec 2024

https://github.com/gorbak25/trypophobia-detector

keras machine-learning trypophobia

Last synced: 14 Jan 2025

https://github.com/joshua-dias-barreto/mnist-keras-tensorflow-anns

The objective of this project is to identify hand written digits using Artificial Neural Networks.

deep-learning keras machine-learning mnist neural-network tensorflow tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/robertobochet/keras-talk

Jupyter notebook for the Keras talk, part of the Python Course 2021 by Politecnico Open unix Labs

course jupyter-notebook keras neural-network politecnico-di-milano politecnico-open-unix-labs python slides talk tensorflow tensorflow-tutorials tutorial tutorial-code

Last synced: 21 Dec 2024

https://github.com/toelt-llc/course-dsc-intro-tensorflow

This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH)

deep-learning keras teaching tensorflow

Last synced: 29 Dec 2024

https://github.com/nor0x/winaimp

an ai that generates winamp ⚡ skins

gan keras scisharp winamp

Last synced: 22 Dec 2024

https://github.com/riccorl/emergency-situation-awareness

Using Social Media to Enhance Emergency Situation Awareness

classification emergency keras neural-networks tensorflow tweets twitter

Last synced: 30 Dec 2024

https://github.com/riccorl/elmo-wsd

Supervised end-to-end neural architecture that learns how to disambiguate words inside a text.

elmo keras multitask-learning natural-language-processing nlp sense-disambiguation-wsd tensorflow wsd

Last synced: 30 Dec 2024

https://github.com/beekill95/torch-training-loop

Simple Keras-inspired Training Loop for Pytorch.

keras pytorch

Last synced: 13 Oct 2024

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

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 06 Jan 2025

https://github.com/sun1638650145/retinanet

Object Detection with RetinaNet.

keras object-detection retinanet

Last synced: 25 Dec 2024

https://github.com/sayakpaul/near-dup-parser

Holds code for near-duplicate image parser using optimized image classifiers.

bit bit-resnet keras lsh near-duplicate-detection random-projection tensorflow tensorrt vector-similarity vision

Last synced: 13 Jan 2025

https://github.com/a-mhamdi/journey-into-ml

Showcase some machine learning algorithms.

deep-neural-networks julialang keras machine-learning-algorithms python rlang tensorflow

Last synced: 12 Oct 2024

https://github.com/degencap777/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 14 Nov 2024

https://github.com/gmartinezramirez-old/data-science-portafolio

:notebook: [Active] Portafolio of data science projects. Using: Python, PyTorch, Spark, Tensorflow, Scikit, Keras. Includes Classification, Regression, Time series, NLP, Deep learning, among others.

data-science data-science-learning data-science-notebook data-science-portfolio hadoop jupyter-notebook keras notebook pandas pyspark python pytorch r sci-kit spark tensorflow

Last synced: 05 Dec 2024

https://github.com/geo-y20/standard-ocr-

Explore the Standard OCR Project: a deep learning-based character recognition system leveraging advanced computer vision techniques. Detect characters in images using ResNet, Xception, Inception, and MobileNet models. Train, evaluate, and contribute to this cutting-edge technology.

css deep-learning deep-neural-networks flask html javascript jupyter-notebook keras ocr-recognition ocr-text-reader python resnet tensorflow xception

Last synced: 08 Jan 2025

https://github.com/marc1404/quora-question-pairs

Quora Question Pairs, Applied Machine Learning, University of Amsterdam

deep-learning kaggle keras machine-learning nlp python quora university-of-amsterdam

Last synced: 21 Jan 2025

https://github.com/abhaskumarsinha/keras-blenderbot

A Keras implementation of Blenderbot, a state-of-the-art open-domain chatbot model, supporting TensorFlow, PyTorch, and JAX backends seamlessly.

attention-mechanism chatbot-framework gpu-computing jax keras keras-models language-model python3 pytorch tensorflow

Last synced: 21 Jan 2025

https://github.com/abhaskumarsinha/dc-gan

A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.

dc-gan dcgan-tensorflow gan keras keras-neural-networks keras-tensorflow tensorflow2 tutorial tutorial-code

Last synced: 21 Jan 2025

https://github.com/bhavik-jikadara/ai-ml-roadmap

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2024! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools

Last synced: 09 Nov 2024

https://github.com/viig99/cdiscount

Solution for Kaggle Cdiscount Image Classification, Ongoing solution.

cdiscount deep-learning image-classification kaggle keras

Last synced: 08 Jan 2025

https://github.com/mickypaganini/rnnip

Convolutional and Recurrent Architectures for Impact Parameter Tagging

atlas b-tagging cern deep-learning hep iprnn keras physics recurrent-neural-networks

Last synced: 12 Nov 2024

https://github.com/norwegianseismicarray/nais

NORSAR AI System (tools for machine learning on waveform data)

deep-learning keras machine-learning python tensorflow

Last synced: 19 Dec 2024

https://github.com/defasium/keyword-detection-onnx-js

convolutional-neural-network javascript keras keyword-detection keyword-search keyword-spotting onnx onnxruntime python spectrogram tensorflow youtube-search

Last synced: 15 Jan 2025

https://github.com/sebastianwd/dog-breed-classifier

Dog breed image classifier using a custom model from a custom dataset of images.

deep-learning keras tensorflow

Last synced: 16 Jan 2025

https://github.com/efecanxrd/lstm-derin-ogrenme-modeli-ile-enerji-tuketimi-tahmini

Derin modelleme için kullanılan paketler TensorFlow ve Keras'tır. Python ile Hollanda'nın ileride kullanabileceği tahmini! enerji tüketimini hesapladık.

deep-learning deep-learning-algorithms deep-neural-networks deeplearning keras plotly python tensorflow

Last synced: 15 Jan 2025

https://github.com/kyrcha/deep-learning-pipelines

Implementations of various deep learning pipelines

deep-learning-pipelines dl-pipelines ffnn google-colaboratory ipython-notebook keras keras-tensorflow lstm nbviewer rnn

Last synced: 14 Nov 2024

https://github.com/trainingbypackt/applied-deep-learning-with-keras-elearning

Solve complex real-life problems with the simplicity of Keras

auc-roc-score cnn convolutional-neural-network cross-validation deep-learning feature-detection feature-map flattening keras keras-wrapper max-pooling null-accuracy precision python recurrent-neural-networks rnn scikit-learn sensitivity sequential-modelling specificity

Last synced: 14 Nov 2024

https://github.com/trainingbypackt/deep-learning-with-r-for-beginners

Design neural network models in R 3.5 using TensorFlow, Keras, and MXNet

computer-vision deep-learning keras machine-learning mxnet r

Last synced: 14 Nov 2024

https://github.com/nomomon/anime-recsys

:film_strip: Development and comparison of user-item recommendation systems in TensorFlow on an anime dataset.

anime collaborative-filtering content-based-recommendation deep-learning keras machine-learning matrix-factorization neural-network recommendation-system recommender-system recsys tensorflow tf-recsys

Last synced: 15 Jan 2025

https://github.com/aaaastark/hybrid-model-with-cnn-lstm-python

Hybrid Model with CNN and LSTM for VMD dataset using Python

cnn-architecture cnn-classification cnn-keras cnn-lstm-models cnn-model data-science deep-learning hybrid-model keras lstm-model lstm-neural-network machine-learning matplotlib numpy pandas python sklearn tensorflow vmd

Last synced: 15 Jan 2025

https://github.com/trevorhobenshield/quicklabel

Quick dataset labeling using quantized (PTQ) models in PyTorch, TensorFlow, and Keras

deep-learning keras parallel-processing pytorch tensorflow

Last synced: 15 Jan 2025

https://github.com/geo-y20/ai-farmer-assistant

Wheat Farming AI Disease Detection and Chatbot Support

chatbot css disease-prediction flask html javascript jupyter-notebook keras nlp tensorflow website wheat

Last synced: 08 Jan 2025

https://github.com/mjahmadee/deeplearning2022

Welcome to Deep Learning 2022! This repository serves as a central hub for various deep learning projects created throughout the year. Explore the table below to dive into each project and discover the innovations and techniques used in deep learning research and applications.

computervision deeplearning keras nlp python pytorch tensorflow vision

Last synced: 11 Jan 2025

https://github.com/aman-095/stock-price-predictiion

Using the google stock prices dataset and build a model to predict the future prices using previous instances.

forecasting keras lstm rnn time-series

Last synced: 22 Jan 2025

https://github.com/metriccoders/metriccoders_notebooks

This is the Metric Coders repository containing all the notebooks for machine learning.

artificial-intelligence genai keras llm machine-learning natural-language-processing pytorch scikit-learn tensorflow

Last synced: 22 Jan 2025

https://github.com/harmanveer2546/bird-species-prediction-using-deep-learning

Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

callback deep-learning eda gui image-classification imagegenerator keras maxpooling mobilenetv2 opencv pillow plotly python tensorflow

Last synced: 12 Jan 2025

https://github.com/orestonce/keras2go

keras2go 是一个可以把keras网络模型转换成纯go语言实现前向传播的工具

deeplearning golang keras pure-go

Last synced: 05 Dec 2024

https://github.com/neild0/siaception

Development of few-shot learning tool for a variety of image classes, utitilizing features extracted from ConvNets.

convolutional-neural-networks few-shot-learning keras ml nns one-shot-learning pretrained-models siamese-neural-network

Last synced: 22 Jan 2025

https://github.com/coding-enthusiast9857/automatic_text_generation

Welcome to the repository, where innovation meets language! This repository is a comprehensive collection of tools, models, and resources dedicated to the exciting field of automatic text generation. Whether you're a researcher, developer, or enthusiast, this repository provides a playground for exploring cutting-edge technology.

ai ann cnn deep-learning deep-neural-networks gru keras lstm ml neural-networks nlp numpy python rnn tensorflow tensorflow2 text-processing

Last synced: 14 Jan 2025

https://github.com/ppodds/ncualgorithmtermproject

NCU Algorithm Term Project (1092)

cnn-classification keras python tensorflow2

Last synced: 16 Jan 2025

https://github.com/manuel-lang/cifar-100-cnn-feature-data

CIFAR 100 feature data extracted from a VGG16 pre-trained on ImageNet.

cifar100 keras vgg16

Last synced: 12 Jan 2025

https://github.com/somenath203/satellite-image-classification-using-tensorflow

Click below to checkout the website

cnn gradio gradio-interface huggingface keras resnet resnet-101 satellite satellite-images tensorflow

Last synced: 20 Jan 2025

https://github.com/parthvadhadiya/tensorflow-speech-recognition-challenge

this repository contains end to end python script to train speech data provided by google, evaluate testing data, and submite to competition

competition kaggle-competition keras librosa spectrum speech-data speech-recognition tensorflow

Last synced: 22 Jan 2025

https://github.com/notedance/models

Neural network models built with TensorFlow.

deeplearning keras models neural-network tensorflow

Last synced: 13 Nov 2024

https://github.com/bhattbhavesh91/regularization-neural-networks

Simple Demo to show how L2 Regularization avoids overfitting in Deep Learning/Neural Networks

deep-learning keras keras-neural-networks keras-tensorflow l2-regularization neural-networks overfitting regularization

Last synced: 16 Nov 2024

https://github.com/marxmit7/twitanalysis

Twit sentiment analysis using deep learning

analysis deep keras learning nlp python tensorflow twitter

Last synced: 17 Jan 2025

https://github.com/simon-larsson/keras-masochism

Masochistic deep learning with Keras.

deep-learning keras machine-learning masochism

Last synced: 11 Jan 2025

https://github.com/hackintoshrao/solving-physics-in-keras

Solving a physics problem using keras

deep-neural-networks keras keras-neural-networks neural-networks physics

Last synced: 12 Jan 2025

https://github.com/omaraflak/mnist-keras-android

Running Keras CNN model on Android.

android cnn keras mnist tensorflow tensorflow-lite

Last synced: 19 Dec 2024

https://github.com/andr3w03/book-recommender-system

Applied Machine Learning - Book Recommender System

Last synced: 29 Jan 2025

https://github.com/kevinkit/correctsitting

This is a project that will make you sit correctly. It will take advante of machine learning algorithms.

keras machine-learning medical-imaging opencv tensorflow

Last synced: 23 Jan 2025

https://github.com/tychota/g

An engine that would love to become alpha-go but is far far away

deep-learning go keras mcts

Last synced: 24 Dec 2024

https://github.com/drishtiramesh/data-augmentation-using-dcgans

data-augmentation dcgan dcgan-keras fashion-mnist gan keras

Last synced: 11 Jan 2025

https://github.com/isubasinghe/food-101

A CNN to predict food

classification cnn image keras machine-learning

Last synced: 11 Jan 2025

https://github.com/mshuqair/rl-based-adaptive-classifier

Deep Reinforcement Learning based adaptive time-series binary classifier.

classification deep-reinforcement-learning keras parkinsons-disease python reinforcement-learning

Last synced: 03 Dec 2024

https://github.com/chen0040/keras-image-captioning

Image captioning using recurrent network and convolutional network in Keras

convolutional-networks image-captioning keras pokemon recurrent-neural-networks

Last synced: 16 Dec 2024

https://github.com/bhattbhavesh91/tensorgram-tutorial

Tutorial on TensorGram which is a real-time remote service to get the Keras callbacks to the telegram including the details of metrics.

keras telegram telegram-bot tensorflow tensorflow2 tensorgram tutorial

Last synced: 17 Jan 2025

https://github.com/andreimoraru123/neural-machine-translation

Modern Eager TensorFlow implementation of Attention Is All You Need

attention beam-search bleu-score byte-pair-encoding deep-learning dot-product-attention einops embedding-projector embeddings encoder-decoder keras label-smoothing language language-model nlp self-attention tensorflow tokenization transformers translation

Last synced: 18 Jan 2025

https://github.com/programandoconro/santander-transactions-ml

Machine Learning competition on kaggle.org. 88% accuracy with Support Vector Machine algorithm. Deep Learning with keras. Middle table rank position

deep-learning kaggle kaggle-competition keras machine-learning-competition r santander-transaction-problem santander-transactions svm

Last synced: 23 Jan 2025

https://github.com/alkasaliss/whichflower

# whichFlower : a flower species recognition app using tensorflow/keras and React-Native

computer-vision flower-classification keras react-native tensorflow

Last synced: 19 Jan 2025

https://github.com/kemfic/behavioral-cloning-driving

teaching cars to drive

car driver keras machine-learning neural-network steering-angles tensorflow

Last synced: 10 Jan 2025

https://github.com/nikhilcodes/pneumonia-detection-kaggle-solution

Keras implementation for Binary classification problem (Detects Pneumonia by taking X-Ray images of patient chest).

binary-classification convolutional-neural-networks deep-learning kaggle kaggle-pneumonia-dataset kaggle-solution keras keras-classification-models machine-learning pneumonia-detection pneumonia-detector python tensorflow

Last synced: 17 Dec 2024

https://github.com/facultyai/faculty-xval

Cross-validation of Keras and scikit-learn models with the Faculty platform

cross-validation faculty-platform keras machine-learning python scikit-learn

Last synced: 31 Dec 2024

https://github.com/aminkhavari78/geoai-challenge-estimating-soil-parameters-from-hyperspectral-images-

Can you predict soil parameters from hyperspectral earth observation data?

dee keras matplotlib neural-network numpy pandas seaborn

Last synced: 19 Jan 2025

https://github.com/stefantaubert/lifeclef-geo-2018

Source code for the TUCMI submissions to the GeoLifeCLEF 2018 species recognition task

geo keras life-clef species-recognition xgboost

Last synced: 31 Jan 2025

https://github.com/techiesamosa/lunaxplore

LunaXplore enhances low-light images from the PSR regions of lunar craters to improve signal-to-noise ratio (SNR). By applying advanced deep learning and image processing techniques, the project creates high-resolution image maps from Chandrayaan-2's OHRC, aiding lunar landing site selection and supporting geomorphological studies of the lunar pole

deep-learning gan hpc image-processing keras opencv python retinex-theory signal-to-noise-ratio tensorflow

Last synced: 13 Nov 2024

https://github.com/rahulguptagzb09/ann-keras-binary-classification

Artificial Neural Network Using Keras For Binary Classification

artificial-neural-networks binary-classification dnn keras python3

Last synced: 21 Jan 2025

https://github.com/nitesh585/aptos-2019-blindness-detection

Kaggle Competition...

blindness classification kaggle kaggle-competition keras keras-models keras-neural-networks keras-tensorflow machile-learning predictive-modeling

Last synced: 22 Nov 2024

https://github.com/turgut090/nlp_az_r_py_global_vectors_tr_keras

NLP for Azerbaijani language

az embeddings jupyter-notebook keras nlp r rstudio tensorflow words

Last synced: 17 Jan 2025

https://github.com/jerry-git/city-dna

flask keras maps react visualization

Last synced: 25 Jan 2025

https://github.com/nikhilroxtomar/custom-layer-in-tensorflow-using-keras-api

A simple code for creating your own custom layer in TensorFlow using Keras API. Here I have created the Dense layer same as the regular dense layer available in the Keras API.

dense keras tensorflow

Last synced: 16 Jan 2025

https://github.com/jalajthanaki/chatbot_based_on_babi_dataset_using_keras

Built the chatbot based on bAbI dataset using Keras

babi-dataset chatbot keras

Last synced: 05 Jan 2025

https://github.com/bgokden/lstm-recommender-example

An recommender system using Keras LSTM using product purchases as time-series data

encoder-decoder keras keras-tensorflow lstm recommender-system tensorflow

Last synced: 15 Dec 2024

https://github.com/jrzaurin/workshop_milan18

Mild introduction to computer vision and NLP with Keras

computer-vision keras machine-learning nlp

Last synced: 31 Jan 2025

https://github.com/shimaa83/image_classification

image classification using several deep learning algorithm

attention deep-learning keras pytorch

Last synced: 20 Jan 2025

https://github.com/mohamedsebaie/face_mask_detector_webapp-by_streamlit_heroku-

This Project has been implemented by using OpenCV to detect faces in the input images and a pre-trained Keras CNN model (MobileNetV2) as mask/no-mask binary classifier applied to the faces Images. The Deep Learning model currently used has been trained using images data set from Kaggle. The trained model has been shared in this repo.

caffee cnn-keras colab-notebook convolutional-neural-networks datagenerator deep-learning face-detection heroku-deployment image-classification imagenet keras mask-detection mobilenetv2 opencv pre-trained-model python streamlit transfer-learning webapp

Last synced: 21 Jan 2025

https://github.com/0xdaksh/deeplearningchallenge1

Deep Learning Challenge 1 => Score: 0.72229

1 challenge deeplearning hackerearth inceptionv3 keras transfer-learning

Last synced: 18 Jan 2025

https://github.com/thisis-developer/body-language-detection-with-mediapipe-and-opencv

Explore the world of non-verbal communication like never before with our Body Language Detection solution. Utilizing the advanced capabilities of MediaPipe and OpenCV, we provide real-time insights into human gestures, postures, and facial expressions.

body-language facial-expression-recognition jupyter-notebook keras mediapipe opencv pkl sklearn tensorflow tensorflow-lite tflite

Last synced: 04 Dec 2024

https://github.com/abhilash1910/nexgcn

Sigmoid Spectral GCN library for binary classification on Networkx Graphs using statistical (centrality,distributions)/external features

binary centrality classifiation gcn keras keras-neural-networks semi-supervised-learning spectral tensorflow2

Last synced: 18 Dec 2024

https://github.com/adhadse/colabrepo

Repo for all Google Colab notebooks and data set

data-science google-colab-notebooks jupyter-notebooks keras machine-learning mlops pandas python3 tensorflow2

Last synced: 17 Dec 2024

https://github.com/alakise/heart-disease

This study is the source code of the project named "Building a Supportive Artificial Neural Network Model in the Diagnosis of Heart Disease" presented at the 2021 Marmara University Student Congress. Check dataset on Kaggle or UCI.edu.

heart keras tensorflow

Last synced: 31 Dec 2024

https://github.com/iamdanialkamali/handymouse

Mouse Controlling System Using Camera

hand-detection keras mousemove tensorflow2 transfer-learning

Last synced: 22 Jan 2025

https://github.com/giuliovv/anndl_competitions

Artificial Neural Networks and Deep Learning Polimi course 2021 Challenges

classification cnn keras

Last synced: 21 Jan 2025

https://github.com/iamdanialkamali/tripletlossformnist

Training Classification for mnist dataset using the triplet loss

keras mnist-classification tensorflow2 triplet-loss

Last synced: 22 Jan 2025

https://github.com/anuraganalog/tensorflow-in-practice

Lecture notebooks

coursera in jupyter keras lecture notebooks practise tensorflow tf

Last synced: 19 Jan 2025

https://github.com/jsten07/dlnano

Analysis of nano satellite imagery of areas affected from war destruction with deep learning methods

cnn-classification convolutional-neural-networks deep-learning keras nano-satellite tensorflow

Last synced: 16 Jan 2025

https://github.com/scalarstop/scalarstop

A Python framework for managing machine learning experiments.

keras machine-learning reproducibility reproducible-research tensorlfow

Last synced: 18 Dec 2024

https://github.com/adityajn105/tgs-salt-identification-image-segmentation-

This is a Kaggle competition on Image Segmentation. We have to identify pixels in seismic images with salt sediment present. Here I will use UNet (Encoder and Decoder) to tackle the challenge.

deep-learning image kaggle-competition keras tgs-salt-identification unet-image-segmentation