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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/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: 01 Feb 2025

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: 01 Feb 2025

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: 22 Jan 2025

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/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/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/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/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/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: 22 Jan 2025

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/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/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/marcpinet/handigits

🖐️ Background-independent deep learning model for hand sign digit recognition, using my own Deep Learning framework! (Neuralnetlib)

cv2 deep-learning hand keras mediapipe preprocessing recognition tensorflow

Last synced: 23 Jan 2025

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/daltonmcphaden/axon_ml

Axon is a desktop application for predicting brain strain using neural networks. This repo contains the machine learning portion of Axon.

keras neural-networks python tensorflow

Last synced: 01 Feb 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/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/dennishnf/segmentation-in-keras-using-u-net

This repository provides basic example of semantic segmentation using the U-Net architecture.

computer-vision deep-learning keras machine-learning python segmentation semantic-segmentation tensorflow u-net

Last synced: 23 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/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/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/dhairyac/news-article-classification

Use Hugging Face Transformers to classify news articles

albert-transformer huggingface-transformers keras tensorflow tokenization

Last synced: 31 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/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/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/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/yashitanamdeo/realtime-face-mask-detection

A Machine Learning Real-time Face Mask Detection project built in Python using OpenCV, Tensorflow, and Keras

covid-19 face-mask-detection face-mask-detector facemask-detection keras keras-tensorflow machine-learning mask-detection opencv opencv-python python python3 real-time

Last synced: 30 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/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/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/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/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/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/shimaa83/image_classification

image classification using several deep learning algorithm

attention deep-learning keras pytorch

Last synced: 20 Jan 2025

https://github.com/nfultz/intro_dueto

~PyDataLA 2020~ talk

calculus keras slides statsmodels

Last synced: 09 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/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/frederickroman/deepnetsartstyletransfer

This project demonstrates how to use deep neural networks to generate stylized images given an input image and an input art style.

deep-learning keras neural-network style-transfer

Last synced: 17 Jan 2025

https://github.com/rajsoni03/deme-net

A CNN architecture to Diagnosis of Dermatology Melanoma Skin Cancer using parallel convolution.

classification cnn dermatology keras melanoma parallel-algorithm skin-cancer tendorflow

Last synced: 22 Jan 2025

https://github.com/bhattbhavesh91/batch-normalization-demo

In this tutorial, I'll show how Batch normalization can be used for improving the speed, performance, and stability for Neural Networks.

advantages batch-normalization keras keras-tensorflow neural-networks

Last synced: 16 Nov 2024

https://github.com/lovesaroha/digits-classification-training

Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).

convolutional-neural-network keras machine-learning mnist-dataset python

Last synced: 12 Jan 2025

https://github.com/ondrejhruby/fashion-mnist-cnn

Deep Learning Project: Image classification with Fashion MNIST using Convolutional Neural Networks (CNN).

classification cnn computer-vision data-preprocessing deep-learning fashion-mnist image-classification keras machine-learning neural-networks python tensorflow

Last synced: 22 Jan 2025

https://github.com/ushariranasinghe/fire-detection

CNN for fire detection using OpenCV techniques to enhance image features, achieving robust performance with TensorFlow and Keras.

cnn-classification keras opencv pandas tensorflow2

Last synced: 22 Jan 2025

https://github.com/shriram-vibhute/deep-learning

Welcome to the Deep Learning Repository! This repository is designed to provide comprehensive resources and practical implementations related to deep learning. It includes foundational concepts, advanced techniques, and theoretical discussions to support both learning and research in deep learning.

ann cnn deep-learning keras natural-language-processing object-detection rnn tensorflow

Last synced: 22 Jan 2025

https://github.com/kahnvex/wincast

A win forecasting model for the NFL

deep-learning forecast keras nfl

Last synced: 22 Jan 2025

https://github.com/achint08/depth-2d-keras

Deep Learning model to get depth data from 2d images directly. Implemented on tensorflow keras.

2d-images 3d-reconstruction deep-learning depth-data-extraction depth-estimation keras monocular-depth-estimation tensorflow

Last synced: 28 Jan 2025

https://github.com/shankarprabhu-s/machine-learning-models-for-rice-salinity-prediction

This project classifies rice crops based on salinity stress levels using image analysis. 🌱 Salinity stress affects crop health and yield, and this model assists farmers and agricultural experts in evaluating salinity stress to make better-informed decisions.

animation api azure bootstrap css deep-learning docker emailjs flask html javascript keras machine-learning python tensorflow2 web-dev

Last synced: 13 Nov 2024

https://github.com/shreyasbapat/fouriernet-keras

Keras implementation of deep network to find Fourier transform of an image

fast-fourier-transform fourier-transform keras

Last synced: 04 Feb 2025

https://github.com/mythologyli/take-out-customer-service-robot

Take-out Customer Service QQ Robot 外卖客服 QQ 机器人

keras nlp nonebot2

Last synced: 22 Jan 2025

https://github.com/yvesemmanuel/machine_learning

Implements data problems solved with machine learning algorithms.

data-science keras keras-tensorflow linear-algebra machine-learning neural-network python scikit-learn

Last synced: 16 Jan 2025

https://github.com/mdaiyub/covid-19-detection

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.

backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow

Last synced: 17 Jan 2025

https://github.com/dinhanhx/determination

Scripts to set global random for some machine learning framework

determination deterministic keras pytorch randomness scikit-learn tensorflow2

Last synced: 28 Jan 2025

https://github.com/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 16 Jan 2025

https://github.com/rishikesh-jadhav/autonomous_car_using_applied_deep_learning_and_udacity_simulator

Developed a deep learning model from the scratch, trained it on the dataset gathered from the Udacity simulator, fine-tuned the model for predicting steering angles, and conducted testing on the vehicle in adverse environments.

autonomous-vehicles behavioral-cloning convolutional-neural-networks deep-learning keras self-driving-car

Last synced: 22 Jan 2025

https://github.com/sid911/tensorflowbasics

Just some basics of tensorflow using keras api and subclassing api

keras python tensorflow-examples tensorflow2

Last synced: 18 Jan 2025

https://github.com/ralgond/deepreco

Deep Recommendation Algorithms: LR, FM, DeepFM, DCN, DCNv2

deepfm fm keras lr tensorflow2

Last synced: 09 Jan 2025

https://github.com/manikantasanjay/indian_number_plate_character_recognition

Character Recognition of Indian Number Plates Using Deep Learning Model Architecture(CNN).

computer-vision deep-learning image-processing keras machine-learning opencv tensorflow

Last synced: 22 Dec 2024

https://github.com/manikantasanjay/covid_xray_detector_flask_app

A simple flask app for detecting covid-19 from chest x-ray images.

deep-learning flask h5py keras machine-learning python

Last synced: 22 Dec 2024

https://github.com/mstazherova/im-cyclegan

🤓 Applying cycle-consistent adversarial networks to the face attribute manipulation problem.

computer-vision cyclegan gan image-translation keras tensorflow

Last synced: 15 Dec 2024

https://github.com/adeel-intizar/cifar-10-state-of-the-art-model

TensorFlow / keras Implementation of a new Architecture on CIFAR-10 Dataset

cifar-10 cifar10 keras resnet resnet-50 senet tensorflow

Last synced: 09 Jan 2025

https://github.com/pabvald/data-mining

Implementation of different Machine Learning algorithms within the Data Mining course (2019/2020) of the University of Valladolid

jupyter-notebook keras machine-learning python3 sklearn-library

Last synced: 29 Jan 2025

https://github.com/anish202020/data-analysis-and-machine-learning-basic-programs

Basic programs on data analysis and machine learning for students. It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.

keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 15 Dec 2024

https://github.com/anish202020/real-time-emotion-face-detection

The primary purpose of this website is to detect emotions in real-time using facial expressions captured via a camera.

fer keras numpy opencv python streamlit tensorflow

Last synced: 15 Dec 2024

https://github.com/jeonghunyoon/jupyter-notebooks

Machine learning, deep learning python notebooks (Tensorflow, keras, sklearn)

deep-learning keras machine-learning tensorflow

Last synced: 24 Jan 2025

https://github.com/cyberzhg/keras-succ-reg-wrapper

A wrapper that slows down the updates of trainable weights.

keras regularization wrapper

Last synced: 25 Jan 2025

https://github.com/debugger404/earlystoping-torch-keras

PyTorch and TensorFlow-Keras Training - 🧠🛠️ Utilizes CIFAR-10 dataset for PyTorch and MNIST for TensorFlow-Keras. Implements early-stopping to prevent overfitting during training. Provides code snippets for early-stopping implementation in both PyTorch and TensorFlow-Keras.

cifar10 early-stopping image-classification keras mnist-classification python pytorch tensorflow training

Last synced: 22 Dec 2024

https://github.com/nemeslaszlo/lending-club-analysis

Lending Club analysis, with a model that can predict whether or nor a borrower will pay back their loan.

binary-classification classification data-visualization keras matplotlib numpy pandas seaborn tensorflow

Last synced: 29 Jan 2025

https://github.com/souris-dev/neural-style-transfer

Neural style transfer implementation in keras using the method proposed by Johnson et al., and using the method by Gatys et al.

deep-learning keras neural-network style-transfer

Last synced: 23 Jan 2025

https://github.com/sneha1012/multimodal-chest-x-ray-image-generation-using-conditional-gans

This repository presents a sophisticated Conditional Generative Adversarial Network (cGAN) designed to synthesize chest X-ray images, representative of six distinct medical conditions. The overarching ambition is to harness these synthetic images to augment authentic datasets.

deep-learning generative-adversarial-network keras medical-imaging tensorflow

Last synced: 29 Jan 2025

https://github.com/ramesh-x/modelviewer

Display outputs of each layer in CNN models

cnn-keras keras model-visualization pyqt4 visualization-toolbox visualzation

Last synced: 24 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 NLP Learning Resources 18 Distributed Computing Learning Resources 18 Python Learning Resources 18 Scala Learning Resources 16 MATLAB Learning Resources 16 Computer Vision Learning Resources 16