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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/sedflix/autonomoustoycar

Self-Driving Toy Car using End-To-End Learning Model. It collects data about the surrounding environment, then discards it and drives into walls

arduino bluetooth cnn keras machine-learning self-driving-car

Last synced: 31 Dec 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 Nov 2024

https://github.com/crispengari/keras-rest

💎 This repository covers a lot of ground on how to build a rest API with keras and flask with few lines of code from development to production.

ai flask keras machine-learning python rest tensorflow

Last synced: 16 Dec 2024

https://github.com/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 21 Nov 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: 21 Nov 2024

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 Nov 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/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 Nov 2024

https://github.com/abhaskumarsinha/seq2seq-bahdanau-attention-based-encoder-decoder-language-translator

A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.

attention-mechanism bahdanau-attention keras machine-learning nlp seq2seq tensorflow transformer

Last synced: 21 Nov 2024

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/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/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/rakibhhridoy/ctscanpredictioncovid19-tensorflow

Classifying covid positive and negative cases in ct-scan images. Though the data is not large enough, it can be processed and make prediction from the model. Images are quite similar thus the task became much complicated.

cnn cnn-classification cnn-keras computer-vision covid-19 ctscan deep-learning deep-neural-networks image-classification image-processing keras machine-learning medical-image-analysis neural-network prognosis python

Last synced: 25 Dec 2024

https://github.com/princebanerjee04/darpansur

"Darpan-Sur" application, your personalized music recommendation platform designed to cater to your emotions. “Darpan-Sur” uses advanced AI algorithms to curate playlists that perfectly match your current mood, making every song a reflection of how you feel. Say goodbye to generic playlists and embrace the power of emotion in your music experience.

cv2 keras mediapipe numpy python tkinter

Last synced: 27 Nov 2024

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 Nov 2024

https://github.com/zimmerrol/tf_keras_attention

Implementation and demonstration of how to apply 2D Gaussian Attention with Keras/TensorFlow

attention attention-mechanism deep-learning gaussian-attention keras neural-network tensorflow

Last synced: 16 Dec 2024

https://github.com/gemisis/mnist

A simple MNIST implementation, used to label handwritten digits from 0-9. The goal of this repository was to show how to create a machine learning model in TensorFlow with Keras and then deploy it across a variety of devices (in this case, through a website and on Android devices).

android android-app android-application convolutional-neural-networks html5 html5-canvas javascript keras keras-tensorflow kotlin kotlin-android machine-learning mnist mnist-classification mnist-handwriting-recognition tensorflow tensorflow-examples tensorflow-js tensorflow-serving tensorflowjs

Last synced: 21 Nov 2024

https://github.com/yeyom/not_hotdog_model

In this notebook I will try to recreate a curious model used in an App shown in the HBO serie "Sillicon Valley".

keras mobilenetv2 not-hotdog sillicon-valey tensorflow

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/farfarfun/funkeras

前沿算法，keras实现的搬运工

attention bert decoder encoder keras transformer yolo

Last synced: 11 Dec 2024

https://github.com/amir-abdi/deep-batch

Framework in python for training/validation of Caffe models

caffe deep-learning keras python

Last synced: 16 Dec 2024

https://github.com/dataxujing/mask_rcnn_keras

:bug::bug: Keras训练Mask RCNN教程，包括训练集构建，配置文件修改，训练，推断

instance-segmentation keras mask-rcnn

Last synced: 17 Dec 2024

https://github.com/jamormoussa/keratorch

Keratorch: A Keras-style high-level API for building and training models in PyTorch

deep-learning keras machine-learning model pytorch tensorflow training

Last synced: 03 Dec 2024

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 11 Dec 2024

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: 18 Nov 2024

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/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/shourya1997/image-caption-generator

Experiments with Neural Image captioning in Keras based on Show and Tell.

deep-learning image-captioning keras tensorflow

Last synced: 10 Jan 2025

https://github.com/giuliovv/anndl_competitions

Artificial Neural Networks and Deep Learning Polimi course 2021 Challenges

classification cnn keras

Last synced: 20 Nov 2024

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/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/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: 22 Nov 2024

https://github.com/jrzaurin/workshop_milan18

Mild introduction to computer vision and NLP with Keras

computer-vision keras machine-learning nlp

Last synced: 04 Dec 2024

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 Nov 2024

https://github.com/mohamedsebaie/distracted-driver-detection-project-technocolabs

This project focuses on driver distraction activities detection via images, which is useful for vehicle accident precaution. We aim to build a high-accuracy classifiers to distinguish whether drivers is driving safely or experiencing a type of distraction activity. https://pypi.org/project/Distracted-Driver-Detection/

azure deployment docker-compose docker-image dockerfile heroku-deployment html-css-javascript keras package python pytorch pytorch-cnn pytorch-implementation resnet-18 tensorflow tflite-models

Last synced: 20 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: 20 Nov 2024

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: 20 Nov 2024

https://github.com/sudo-rushil/dga-intel-web

This deep learning model uses a CNN-LSTM architecture to predict whether a given domain name is genuine or was artificially generated by a DGA.

cnn deep-learning keras lstm lstm-cnn machine-learning tensorflow

Last synced: 18 Nov 2024

https://github.com/zeta36/fractalexplorationimitationlearning

Using the fragile framework as a memory explorer to train a neural network in Atari games

fragile keras machine-learning python

Last synced: 16 Dec 2024

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/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: 21 Nov 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

Last synced: 15 Nov 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/simon-larsson/keras-masochism

Masochistic deep learning with Keras.

deep-learning keras machine-learning masochism

Last synced: 11 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 Nov 2024

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

A Deep Neural Network that can Classify Employee Churn with ~97% Accuracy

algorithm artificial-neural-networks classifier deep-learning deep-neural-networks keras machine-learning tensorflow

Last synced: 17 Nov 2024

https://github.com/shreyasbapat/ayushmanbhavagui

GUI and backend for Ayushman Bhava - DP 2018. Ayushman Bhava is a fully automatic and smart medical vending machine.

ajax-request flask gpio javascript keras tensorflow

Last synced: 10 Dec 2024

https://github.com/datarohit/walk-or-run-image-classification

This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.

cnn-classification inceptionv3 keras keras-tensorflow matplotlib numpy tensorflow

Last synced: 23 Dec 2024

https://github.com/iamdanialkamali/memotionanalysis

Meme Sentiment Analysis SemEval 2020 Task 9

keras multimodal-deep-learning tensorflow

Last synced: 22 Nov 2024

https://github.com/nfultz/intro_dueto

~PyDataLA 2020~ talk

calculus keras slides statsmodels

Last synced: 09 Jan 2025

https://github.com/nandini-menon/know-when-your-attention-slacks

Neural Network that classifies Brainwaves to let a person know when they are not Attentive

keras machine-learning neural-network python3 tensorflow

Last synced: 03 Dec 2024

https://github.com/ali205412/yuichess

A Reinforcement Learning Chess Engine ;)

keras machinelearning rl-learning tensorflow

Last synced: 03 Dec 2024

https://github.com/mongoexpuser/geological-image-classification-dnn

Geological Image Classification with Deep Feed-Forward Neural Network

keras matplotlib numpy pandas python scikit-image tensorflow

Last synced: 28 Nov 2024

https://github.com/andreped/nlp-mtl

Training neural networks to solve multiple tasks simultaneously from free text through multi-task learning

bert-embeddings keras multi-task-learning natural-language-processing neural-networks nlp scikit-learn

Last synced: 29 Dec 2024

https://github.com/willyfh/federated-learning-tensorflow

An unofficial implementation of Federated Learning: Communication-Efficient Learning of Deep Networks from Decentralized Data (AISTATS 2017)

deep-learning federated-learning image-classification keras neural-network tensorflow

Last synced: 21 Dec 2024

https://github.com/lee-w/keras-mnist-example

一天搞懂深度學習 Keras demo

keras

Last synced: 01 Dec 2024

https://github.com/robinka/web-neural-painter

Neural Painter made with React, TypeScript and TensorFlow.js - Generates seamless random gifs

gif keras neural paint random react tensorflow tfjs typescript web

Last synced: 13 Nov 2024

https://github.com/alicerunsonfedora/abysima

A machine learning experiment with generating languages.

coreml generative-models keras lingustics recurrent-neural-networks swiftui

Last synced: 16 Dec 2024

https://github.com/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 13 Dec 2024

https://github.com/di37/imdb-reviews-sentiment-analysis-using-transformers

This repository contains a complete implementation of a sentiment analysis model using Transformers and TensorFlow. The project classifies IMDB movie reviews as either positive or negative by training Transformer model on the IMDB dataset.

keras machine-learning natural-language-processing nlp python sentiment-analysis tensorflow text-classification transformers

Last synced: 29 Dec 2024

https://github.com/sshh12/stealthml

Using image segmentation and in-painting to stealthify images.

image-segmentation inpainting keras mask-rcnn

Last synced: 22 Dec 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/lucko515/cnn-tensorflow-keras

Implementation of simple Convolutional Neural Network in TensorFlow and Keras. The dataset used is MNIST.

convolutional-neural-networks keras machine-learning mnist-classification tensorflow

Last synced: 06 Dec 2024

https://github.com/tallamjr/dnn

Implementations of Deep Neural Networks in Tensorflow 2.x

deep-learning deep-neural-networks keras tensorflow tensorflow-examples tensorflow2

Last synced: 17 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

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Swift Learning Resources 16 Computer Vision Learning Resources 16