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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/duyu09/power-load-decomposition-algorithm

Power Load Decomposition Algorithm. 基于人工智能与Keras框架的电力负荷分解算法。

ai keras python

Last synced: 16 Jan 2025

https://github.com/sayannath/transfer-learning-dsckiit

Transfer Learning Method is used to detect whether it is cat or dog.

cats dogs image-classification inceptionv3-model keras tensorflow2 transfer-learning

Last synced: 05 Feb 2025

https://github.com/luisvalgoi/predia

Machine Learning Model for Final Paper @ UNISINOS

ensemble-learning keras machine-learning neural-network sklearn streamlit

Last synced: 05 Feb 2025

https://github.com/qinhanmin2014/keras-datasets

For those who are behind the Great Wall

datasets keras

Last synced: 08 Feb 2025

https://github.com/desimone/kaggle-dog-breed-keras-pytorch

Example of network fine-tuning in Keras and Pytorch.

kaggle kaggle-dog-breeds-identification keras pytorch

Last synced: 10 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/veb-101/machine-learning-practice

Contains code-works from the Hands on scikit-learn and tensorflow book

deep-learning keras machine-learning python3 scikit-learn tensorflow-gpu

Last synced: 23 Dec 2024

https://github.com/jixinfeng/deeplearning.ai

My solutions for deeplearning.ai programming assignments

andrew-ng deeplearning-ai jupyter-notebook keras python tensorflow

Last synced: 29 Jan 2025

https://github.com/sayannath/linear-app

An ANN model is built and trained and exported to tflite format. Then it is integrated into Android App.

android ann deep-learning deep-neural-networks java keras machine-learning tensorflow tflite

Last synced: 05 Feb 2025

https://github.com/amine-akrout/spam-filter

Deploying a deep learning based Spam filter for e-mails using keras, flask, Docker and docker-compose

docker docker-compose flask keras lstm text-classification

Last synced: 29 Jan 2025

https://github.com/leoverto/colour-converter-keras

Neural network that can learn how to convert between colour spaces.

keras machine-learning neural-network

Last synced: 10 Jan 2025

https://github.com/kieranlitschel/kerassearchcv

Built for the implementation of Keras in Tensorflow. Behaves similarly to GridSearchCV and RandomizedSearchCV in Sci-Kit learn, but allows for progress to be saved between folds and for fitting and scoring folds in parallel.

classification grid-search keras keras-tensorflow multithreading randomized-search scikit-learn

Last synced: 03 Jan 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/amine-akrout/smoker_detection

Smoker Detection deep learning model served via a Web App using TensorFlow, tensorflow-serving, flask and Docker compose

deep-learning docker docker-compose flask inceptionv3 keras model-deployment model-serving tensorflow tesnorflow-serving transfer-learning

Last synced: 29 Jan 2025

https://github.com/ivanmrsulja/flower-classification-inceptionv3

Flower classification model that classifies flowers in 10 classes made using transfer learning (~85% accuracy).

inception-v3 inceptionv3 keras transfer-learning

Last synced: 30 Jan 2025

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/bredalis/keras

🌟The use of Keras in DL 🌟

ia keras librery ml models python tensorflow

Last synced: 14 Jan 2025

https://github.com/bhattbhavesh91/tf-numpy-example

Faster NumPy using Tensorflow's tf.experimental.numpy module

keras numpy tensorflow

Last synced: 17 Jan 2025

https://github.com/dulajkavinda/live-sketching

✍️ Converting live video stream from webcam into a sketch using OpenVC and Keras

added image-filtering keras machinelearning matplotlib numpy opencv python

Last synced: 07 Feb 2025

https://github.com/zafarrehan/custom_od_architecture_from_scratch

This repository walks you through creating your own custom One-Stage object detection model architecture ( in keras ) , with a synthetic dataset generator on board for training and evaluation

anchor-box custom-architecture jupyter-notebook keras non-maximum-suppression object-detection synthetic-dataset-generation tensorflow2

Last synced: 24 Jan 2025

https://github.com/bhattbhavesh91/early-stopping-demo

A repository to show how Early Stopping in Keras can Prevent Overfitting

early-stopping keras keras-neural-networks neural-networks

Last synced: 17 Jan 2025

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: 08 Feb 2025

https://github.com/metriccoders/metriccoders_indic_models

This is the Metric Coders Model Hub that contains the fastest growing indic ML models.

keras machine-learning nlp sentiment-analysis sklearn tensorflow

Last synced: 22 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/beomi/tf-keras-on-lambda

Example Repo for Tensorflow + Keras on AWS Lambda

aws keras lambda tensorflow

Last synced: 11 Jan 2025

https://github.com/bhattbhavesh91/dropout-walkthrough

A repository to show how Dropout in Keras can Prevent Overfitting

dropout dropout-keras keras keras-neural-networks keras-tensorflow neural-networks overfitting

Last synced: 17 Jan 2025

https://github.com/hachreak/remokit

RemoKit - Recognize Emotions Kit

convolutional-neural-networks emotion-recognition keras

Last synced: 25 Dec 2024

https://github.com/paulj1989/bulgarian-constitutional-court-decisions

Developing NLP models for text and sentence classification using legal texts from the Bulgarian constitutional court.

keras neural-network nlp scikit-learn tensorflow tesseract

Last synced: 25 Dec 2024

https://github.com/anantzoid/kaggle-leaf-classification

My solution to Kaggle's Leaf Classification competition

autoencoder deep-learning kaggle kaggle-competition keras

Last synced: 29 Jan 2025

https://github.com/thomasthaddeus/ai-ml-project

This repository is dedicated to building a computer vision model, primarily focused on detecting potholes. The model is trained on a variety of datasets and is designed to assist urban municipalities in improving road maintenance and repair procedures.

ai keras machine-learning preprocessing python tensorflow

Last synced: 22 Jan 2025

https://github.com/izharikov/state-farm-distracted-driver-detection

State farm distracted driver detection solution

kaggle keras python

Last synced: 11 Jan 2025

https://github.com/marcogdepinto/panoramamodelserving

Using Java and deeplearning4j to serve a Keras model.

deep-learning deep-neural-networks deeplearning deeplearning4j java keras python

Last synced: 10 Feb 2025

https://github.com/rakibhhridoy/imagedenoisingusing-autoencoders

Filtering out the noise presented in the image by auto-enconder algorithm in TensorFow and Keras. Rare images, unclean crime images,medical noise images can be denoised and find out the desired outcome by using auto-encoders.

autoencoder autoencoder-architecture autoencoder-neural-network deep-learning image-clean image-denoising keras python tensorflow theory

Last synced: 25 Dec 2024

https://github.com/chen0040/keras-object-detection-web-api

A simple wrapper over keras object detection libraries and provide web api using flask

flask keras object-detection yolo

Last synced: 09 Feb 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/ayaz-amin/neuralnetworkpong

Pong AI Written in Python 3.6.7, JavaScript and HTML

deep-learning html5 javascript keras pong python3 tensorflow

Last synced: 29 Jan 2025

https://github.com/khanhlvg/digitclassifier

A end-to-end demo of how to build train a digit classifier using TensorFlow 2.0 (Keras API), then convert the model to TensorFlow Lite, and run inference on mobile apps

computer-vision keras tensorflow

Last synced: 09 Feb 2025

https://github.com/schefflera-arboricola/virtual-ta

Hackathon Project 2023 : Captures the facial expressions of a learner watching online lectures and gives real time feedback/prompts, with a chat-gpt window incorporated.

beginner-project chatgpt-api cnn cnn-model computer-vision cv2 deep-face education facial-expression-recognition flask flask-application hackathon-project keras sklearn wip

Last synced: 25 Jan 2025

https://github.com/rakibhhridoy/classifyoutersignals-spacesignals

Space signals comes with huge noise in it. For analyzing the signals we have to make sure there is as less noise as possible. Detecting the noise and denoising the signals is quite hard to do. As a Data Science Analytics one should have the capability to handling any kind of dataset.

autoencoders deep-learning denoising keras lstm machine-learning python signal-processing space space-signals

Last synced: 25 Dec 2024

https://github.com/rakibhhridoy/imageprocessing

Large amount of image processing is quite messy and time consuming,thus the working steps should be fast as well as accurate also. I've made sequential functions that is needed for processing data in TensorFlow and python. These functions made my work fast as it needed in commercial purposes.

augmentation deep-learning functional-programming image-manipulation image-processing keras machine-learning numpy python sequential-patterns tensorflow

Last synced: 25 Dec 2024

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/p4ul-m/image-classificator

Image Classificator is a web application that allows users to upload images and classify them using pre-trained models. All services are totally independant and can run on different place.

express grpc image-classification keras machine-learning python react tensorflow

Last synced: 04 Jan 2025

https://github.com/abdelhakim-gh/datamining_project_income_prediction

Predicting income level based on the individual’s personal information

data-mining data-preprocessing data-science data-visualization keras neural-network sklearn

Last synced: 23 Jan 2025

https://github.com/igelbox/lamarr

Quadrupeds learn to conquer mankind

3d-printing keras machine-learning pybullet quadruped

Last synced: 17 Jan 2025

https://github.com/tharindanimnajith/deep-learning-spam-detection

Deep Learning classifiers to detect spam SMS messages - LSTM Model, DenseNet CNN Models - NLP, Python, Jupyter Notebook, Tensorflow, Keras, Numpy, Pandas, Matplotlib, Scikit-Learn

deep-learning densenet keras lstm nlp python3 scikit-learn tensorflow

Last synced: 25 Jan 2025

https://github.com/marcelo-earth/FashionItem-Classifier

👚⚙️ A fashion-item classifier developed with TensorFlow 2.0.0

keras neural-networks python tensorflow2

Last synced: 05 Feb 2025

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/samanyougarg/dl-mnist

Deep Learning on the MNIST Handwritten Digits Dataset.

deep-learning deep-neural-networks keras mnist python tensorflow

Last synced: 06 Feb 2025

https://github.com/iamgmujtaba/gif-celeba

A complete guide on how to generate animated images by detecting character face and gender using the CNN model.

celeba cnn-classification cnn-keras deep-neural-networks keras keras-tensorflow

Last synced: 09 Feb 2025

https://github.com/samanyougarg/dl-fashion-mnist

Deep Learning on the Fashion MNIST Dataset.

deep-learning fashion-mnist keras python

Last synced: 06 Feb 2025

https://github.com/headless-start/data-augmentation-impact

This repository contains effect of Data Augmentation of Training Set during Model Training.

augmented-images cuda data gpu keras matplotlib mnist opencv-python python3 tensorflow training-data

Last synced: 08 Feb 2025

https://github.com/kr1shnasomani/plant-disease-detection

Detection of plant diseases using CNN (ResNet50 architecture)

cnn-classification keras resnet50-model tensorflow

Last synced: 16 Dec 2024

https://github.com/tanyachutani/mnist-tfrecord

Tensorflow2.0 mnist writing and parsing data in .tfrecords format

keras mnist tensorflow tf2 tfrecord tfrecords

Last synced: 10 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/lasithaamarasinghe/dog-classification-with-tensorflow

This is an end-to-end deep learning project using Tensorflow and Keras for dog classification.

convolutional-neural-networks deep-learning dog-classification jupyter-notebook keras matpolotlib pandas pil pillow tensorflow

Last synced: 10 Jan 2025

https://github.com/ophoperhpo/dcgan-lentach-logo-generator

The Lentach logo generator. #MachineLearningFun

cuda dcgan dcgan-tensorflow keras lentach machinelearning ml

Last synced: 04 Jan 2025

https://github.com/tugot17/simple-gan-in-keras

Introduction to Generative Adversarial Networks on a pet example, created with Keras package

gan generative-adversarial-network introduction intuition keras

Last synced: 21 Nov 2024

https://github.com/dohlee/deeplearning-earlystopping

A minimal python class implementation for early stopping during deep learning model training.

deeplearning keras pytorch utility-classes

Last synced: 10 Jan 2025

https://github.com/chen0040/pydl-hands-on

Hands-on experiments on the various deep learning framework

hands-on-lab keras theano

Last synced: 09 Feb 2025

https://github.com/aveek-saha/transformer

A TensorFlow 2.0 Implementation of the Transformer: Attention Is All You Need

attention-is-all-you-need attention-mechanism attention-network keras tensorflow2 transformer

Last synced: 24 Dec 2024

https://github.com/olk/ki-ocr-spreadsheet

convert a spreadsheet exported as JPEG into a CSV file containing spreadsheet's data by using a DNN (Tensorflow)

artificial-intelligence cpp csv ctc-loss deep-learning dnn dnn-model jpeg keras neural-network opencv python spreadsheet tensorflow

Last synced: 31 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/fanhuaandluomu/imageclassification

原文：http://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html

image-classification keras

Last synced: 11 Jan 2025

https://github.com/crivero7/rackioai

Rackio Artificial Intelligence for automation and control industry as a web service

ai keras keras-deep-learning keras-neural-networks python rackio tensorflow2

Last synced: 21 Nov 2024

https://github.com/ali205412/yuichess

A Reinforcement Learning Chess Engine ;)

keras machinelearning rl-learning tensorflow

Last synced: 30 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/elcaiseri/digit-recognizer-mnist

Implement deep learning (CNN Network) and machine learning (Random Forest, KNN and Naive Bayes) to recognize digits from (0~9)

convolutional-neural-networks digit-recognition kaggle keras knn mnist naive-bayes random-forest

Last synced: 01 Jan 2025

https://github.com/kamakshi4023/brain-tumour-detection

ML based project which uses various techniques to build a hybrid model for identifying brain tumour in MRI images

jupyter-notebook keras machine-learning ml numpy python seaborn sklearn sklearn-metrics tensorflow

Last synced: 09 Feb 2025

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" /> 50 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 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Projects 💛💛💛💛💛<a name="Projects" /> 19 NLP Learning Resources 18 Distributed Computing Learning Resources 18 Python Learning Resources 18 Computer Vision Learning Resources 16 MATLAB Learning Resources 16 Scala Learning Resources 16