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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/shwetajoshi601/datacamp-deep-learning-in-python

Implementation to challenges in the Course Deep Learning in Python offered by DataCamp.

datacamp-course deep-learning keras neural-network python3

Last synced: 17 Jan 2025

https://github.com/zabir-nabil/kerasic-park

Keras Model Zoo, A compilation of links to pre-trained weights of keras models for CV, NLP, Signal, Speech, etc. domain from all possible sources.

keras keras-model keras-model-zoo keras-pre-trained keras-weights

Last synced: 29 Jan 2025

https://github.com/muhammadparkar/emofy

๐ŸŽถ EMOFY: Emotion-based Music Recommendation System

facial-recognition keras keras-tensorflow learning machine machine-learning opencv python streamlit tensorflow

Last synced: 09 Dec 2024

https://github.com/andr3w03/news-classification-nlp

Machine Learning Development - News Classification NLP

dicoding keras machine-learning news-classification nlp nltk python tensorflow tokenizer

Last synced: 29 Jan 2025

https://github.com/andr3w03/chicago-weather-time-series

Machine Learning Development - Chicago Weather Time Series

dicoding keras lstm machine-learning mae python tensorflow time-series

Last synced: 29 Jan 2025

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 13 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/choidae1/machine-deeplearing-study

Repo for learning ใ€Œํ˜ผ์ž ๊ณต๋ถ€ํ•˜๋Š” ๋จธ์‹ ๋Ÿฌ๋‹+๋”ฅ๋Ÿฌ๋‹ใ€(ํ•œ๋น› ๋ฏธ๋””์–ด)

colab keras python tensorflow tensorflow-tutorials

Last synced: 13 Feb 2025

https://github.com/vaasudevans/deeplearning

Works done during Fall'19 term at UNB in DeepLearning field for Adv Remote Sensing course

artificial-intelligence cnn deeplearning keras movie-review-classifier python36 resnet-50 rnn

Last synced: 06 Feb 2025

https://github.com/arrrsunny/blockyai

This is the educational project that allow user to build up their own AI model with various blocks:

ai blocks keras python3 tensorflow

Last synced: 13 Feb 2025

https://github.com/mr-dhruv/smoothy

A comprehensive pipeline for shape classification, regularization, symmetry detection, and curve completion.

cnn keras rdp tensorflow

Last synced: 13 Feb 2025

https://github.com/travelxml/tensorflow-and-keras-sentiment-analysis-using-rnn

NLP: Sentiment Analysis using TensorFlow and Keras: This project implements a Recurrent Neural Network (RNN) to classify Amazon product reviews into different sentiment categories. It leverages text preprocessing, tokenization, and model training to predict the sentiment with high accuracy.

deep-learning deep-neural-networks deeplearning keras keras-tensorflow nlp rnn rnn-tensorflow sentiment-analysis tenserflow

Last synced: 13 Feb 2025

https://github.com/ravindramohith/find_me_out

Face recognition system using a Convolutional Neural Network (CNN) with TensorFlow and OpenCV

convolutional-neural-networks deep-learning face-recognition keras machine-learning opencv tensorflow

Last synced: 13 Feb 2025

https://github.com/hridxyz/music-genre-classification

A deep learning model to classify music audio into 10 genres using Convolutional Neural Networks (CNNs). Achieved over 97% training accuracy and 90% validation accuracy.

audio-classification cnn deep-learning keras machine-learning music-genre-classification tensorflow

Last synced: 13 Feb 2025

https://github.com/abhinavsharma07/hand_gesture_recognition-deep_learning

The objective of this project is to recognize hand gestures using state-of-the-art neural networks.

cnn deep-learning keras lstm modelevaluation recurrent-neural-networks rnn tensorflow

Last synced: 13 Feb 2025

https://github.com/bhuvan588/microsoft-stock-price-prediction-using-lstm

Univariate Stock price prediction using LSTM (Long Short Term Memory).

deep-learning keras lstm rnn stock-price-prediction tensorflow

Last synced: 13 Feb 2025

https://github.com/beenish-ishtiaq/dep-task-3-customer-churn-prediction

A machine learning project to predict customer churn using an Artificial Neural Network (ANN) model. The goal is to accurately classify customers who are likely to churn based on their demographic and service usage information.

churn-prediction customer-churn-prediction data-science deep-learning keras machine-learning neural-network tensorflow

Last synced: 13 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/shankarprabhu-s/machine-learning-models-for-rice-salinity-prediction

This project classifies rice crops based on salinity stress levels using image analysis. ๐ŸŒฑ 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/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 13 Feb 2025

https://github.com/frostbyte012/apni_mitra

A Deep Learning Model that instantly recognizes your emotions and mental health using deep learning neural network libraries and suggests whether a person is annoyed, happy, neutral, depressed, and sad and suggests whether necessary steps should be taken to help them or not.

keras keras-tensorflow opencv-python python tensorflow tensorflow-examples tensorflow2

Last synced: 13 Feb 2025

https://github.com/nguyenquangtung/ml-chatbox

Basic chatbot using Keras Sequential Model and Deployment

api chatbot flask keras natural-language-processing nlp sequential-models

Last synced: 23 Dec 2024

https://github.com/1chooo/cnn-handwriting-detection

A CNN-driven method for detecting and classifying handwriting.

cnn deep-learning keras python3 tensorflow

Last synced: 04 Dec 2024

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/eduribeiro00/artworkrecognition-feup-vcom

Code and projects developed in the VCOM subject throughout the semester (MIEIC 4th year, 2nd semester).

bagofwords cnn cnn-classification cnn-keras computervision jupyter-notebook keras opencv opencv-python python

Last synced: 29 Jan 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/pedro-r-marques/keras-list-mapper

A Keras layer that performs a map operation over a ragged tensor

keras keras-layer keras-tensorflow

Last synced: 09 Jan 2025

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 13 Feb 2025

https://github.com/rickiepark/ml-ko

๋จธ์‹ ๋Ÿฌ๋‹, ๋”ฅ๋Ÿฌ๋‹ ํ•œ๊ธ€ ๋ฒˆ์—ญ ์ €์žฅ์†Œ

deep-learning keras machine-learning python scikit-learn tensorflow

Last synced: 13 Feb 2025

https://github.com/tritonix711/digitvision-number-predictor

"DigitVision: Number Predictor" is a deep learning project that uses a Convolutional Neural Network (CNN) to classify handwritten digits (0-9) from images. Built with Python and TensorFlow, it supports dataset preprocessing, model training, evaluation, and predictions, offering a scalable and accurate solution for digit recognition tasks.

cnn keras matplotlib numpy os pillow plt python tensorflow tkinter

Last synced: 17 Jan 2025

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/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/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

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/abdelhakim-gh/datamining_project_income_prediction

Predicting income level based on the individualโ€™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/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/martincastroalvarez/keras-nltk-topic-modeling

Implementation of a Neural Network to classify text with Python and Keras

keras matplotlib neural-network python3 reuters text-classification

Last synced: 22 Dec 2024

https://github.com/subpic/ku

Training management utilities for TensorFlow Keras.

deep-learning hdf5 image-processing keras keras-generators tensorflow

Last synced: 17 Dec 2024

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 23 Jan 2025

https://github.com/meetptl04/imagestyletranfer

This project demonstrates how to apply neural style transfer using TensorFlow and a pre-trained VGG19 model. The goal is to combine the content of one image with the style of another to create a stylized image. The repository includes code for image processing, loss computation, style transfer, and visualization

image-processing jupyter-notebook keras matplotlib tenserflow

Last synced: 14 Feb 2025

https://github.com/nguyen-hanhnong/cs2-golang-hacker-analyzer

Python and Golang based tool that can be used to determine if a player is cheating in the game Counter-Strike: 2 The tool uses machine learning models to analyze the player's statistics and determine if they are cheating.

cs2 demo-parser go golang keras matplotlib pandas python tensorflow

Last synced: 23 Dec 2024

https://github.com/arif-miad/image-classification

pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.

computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19

Last synced: 06 Feb 2025

https://github.com/rezahsnz/mlg

mlg: A decentralized CNN classification service based on Golem.

cnn golem keras

Last synced: 25 Dec 2024

https://github.com/kr1shnasomani/greendetect

Detection of plant diseases using CNN (ResNet50 architecture)

computer-vision deep-learning keras neural-network numpy opencv pandas scikit-learn tensorflow

Last synced: 12 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/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/bhattbhavesh91/tf-numpy-example

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

keras numpy tensorflow

Last synced: 17 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/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/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/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/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/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/amogh7joshi/deeptoolkit

A deep learning library containing implementations of popular algorithms and extensions to TensorFlow and Keras, with an in-built computer vision module.

deep-learning keras neural-networks python tensorflow

Last synced: 29 Jan 2025

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/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/theodedeken/dimdrop

Dimensionality reduction using Neural Networks

dimensionality-reduction keras machine-learning-algorithms ml python

Last synced: 29 Jan 2025

https://github.com/shashvatshah9/eeg_image_recall

Classifying image recall on user's EEG data who performed forced choice memory test on Country flag images.

eeg keras lstm python3

Last synced: 10 Jan 2025

https://github.com/duyu09/power-load-decomposition-algorithm

Power Load Decomposition Algorithm. ๅŸบไบŽไบบๅทฅๆ™บ่ƒฝไธŽKerasๆก†ๆžถ็š„็”ตๅŠ›่ดŸ่ทๅˆ†่งฃ็ฎ—ๆณ•ใ€‚

ai keras python

Last synced: 16 Jan 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/rezaafaisal/shrimp-detection

By applying object detection techniques using EfficientDet, this model can detect and count the number of shrimp on an image.

efficientdet keras object-detection opencv python tensorflow

Last synced: 24 Dec 2024

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/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/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

https://github.com/gunh0/code-generation

Testbed for Code Generation

code-generation keras

Last synced: 30 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/farzanmrz/music-genre-classification

๐ŸŽต Music Genre Classification using Machine Learning ๐Ÿš€ A Python project that leverages machine learning algorithms to classify music tracks into genres based on audio features. Explore KNN, SVM, Decision Trees, and more. Checkout the plotted graphs for model comparison!

kaggle-dataset keras machine-learning music-classification neural-networks tensorflow

Last synced: 09 Feb 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/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/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/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/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/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/ali205412/yuichess

A Reinforcement Learning Chess Engine ;)

keras machinelearning rl-learning tensorflow

Last synced: 30 Jan 2025