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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/gauravtrivedi967/mask_detection

In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of โ€˜with_maskโ€™ images has made this task more cumbersome and challenging.

cv2 keras numpy os

Last synced: 23 Nov 2024

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: 21 Dec 2024

https://github.com/marcpinet/handigits

๐Ÿ–๏ธ Background-independent deep learning model for hand sign digit recognition

cv2 deep-learning hand keras mediapipe preprocessing recognition tensorflow

Last synced: 23 Nov 2024

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: 13 Dec 2024

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

For those who are behind the Great Wall

datasets keras

Last synced: 15 Dec 2024

https://github.com/akash-nath29/image-classifier

A Machine Learning Model capable to detect person's mood (happy or sad) from image

deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models

Last synced: 20 Dec 2024

https://github.com/vsoch/keras-r

simple container with R wrapper for Keras neural network library

container docker keras keras-r rstudio-keras

Last synced: 13 Jan 2025

https://github.com/justindavies/cocoonaks

Demo for Edinburgh OSS Summit

aks azure demo keras kubernetes tensorflow virtual-kublet

Last synced: 09 Dec 2024

https://github.com/djdhairya/self-driving-car

Basic Self Driving Car Model using Nvidia and Computer Vision

ai aiml computer-vision csv deep-learning jupyter-notebook keras ml nvidia python3 tensorflow

Last synced: 07 Jan 2025

https://github.com/florianwoelki/mnist_fashion_cnn

This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.

classifier cnn fashion keras mnist numpy pandas tensorflow

Last synced: 29 Nov 2024

https://github.com/sefakcmn00/tensorflow_car_price_analysis

In this project, after extracting the data sets as csv, we tried to represent the car prices graphically and schematically by using data analysis and data visualization methods. We checked the connection of the car prices we analyzed with other data, then we created a 4-layer and 12-neuron system.

data datatrain keras machine-learning matplotlib-pyplot pandas seaborn sklearn tensorflow

Last synced: 13 Jan 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: 21 Dec 2024

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 Nov 2024

https://github.com/florianwoelki/titanic_classification

This is a binary classification problem for the titanic dataset.

deep-learning jupyter-notebook kaggle keras machine-learning python tensorflow titanic titanic-dataset

Last synced: 29 Nov 2024

https://github.com/aaaastark/accelerometer-sensors-analysis

Time Series Analysis: Accelerometer Sensors of Object Inclination and Vibration. Time Series Analysis by using different (State of Art Models) Machine and Deep Learning. Recurent Neural Network with CuDNNLSTM Model, Convolutional Autoencoder, Residual Network (ResNet) and MobileNet Model.

accelerator accelerometer convolutional-autoencoder cudnnlstm inclination keras markov-transition-fields matplotlib moblienet pandas python recurrent-neural-network residual-network sensor sensors-data-collection skleran tensorflow time-series-analysis vibration-analysis vibration-sensor

Last synced: 15 Jan 2025

https://github.com/techeng322/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 28 Dec 2024

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: 05 Dec 2024

https://github.com/sayannath/noise-reduction-using-auto-encoders

Noise Reduction of Images using Auto Encoders.

autoencoder-mnist autoencoders keras tensorflow tflite

Last synced: 11 Dec 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: 21 Dec 2024

https://github.com/cassanof/patient_api

A full-stack app that predicts cancer diagnosis using machine learning

cancer-detection golang keras machine-learning postgresql rest-api tensorflow

Last synced: 29 Nov 2024

https://github.com/aiday-mar/keras-image-classification

Jupyter Notebook created for classifying images using neural networks, done for EPFL

deep-learning jupyter-notebook keras machine-learning neural-networks python university-project

Last synced: 05 Jan 2025

https://github.com/cloxnu/omegalab

๐Ÿงชโš—๏ธ๐Ÿ”ญ๐Ÿ”ฌ๐Ÿงฌ๐Ÿฆ ๐Ÿงซ๐ŸŒก Omega AI Research Laboratory

ai cnn jupyter-notebook keras keras-neural-networks keras-tensorflow tensorflow

Last synced: 13 Jan 2025

https://github.com/drxwat/scanned_digits_recognition

Scanned digits detector and classifier (CNN, OpenCV)

classifier keras ocr opencv scanned-documents

Last synced: 07 Jan 2025

https://github.com/aajanki/kalevala-rnn

Recurrent neural network imitates Kalevala

char-rnn keras neural-network tensorflowjs text-generation

Last synced: 08 Jan 2025

https://github.com/vishalshenoy2002/digit-recognition

This a Machine Learning Project which Recognises handwritten digits .i.e. 0 to 9.

hand-written-recognition keras keras-tensorflow machine-learning python python-3 python3 tenserflow

Last synced: 13 Jan 2025

https://github.com/omaraflak/gender-prediction

Name to Gender prediction. Trained on French names.

keras lstm neural-network rnn

Last synced: 19 Dec 2024

https://github.com/bunyaminyavuz/mnistdenoisingandclassification

A comprehensive project demonstrating the effects of noise on MNIST digit classification and the improvements achieved using denoising techniques. Includes data preprocessing, model training, and visualization using Streamlit.

classification data-augmentation deep-learning denoising image-processing keras machine-learning mnist neural-networks noise-reduction python streamlit tensorflow

Last synced: 30 Dec 2024

https://github.com/mustafahakkoz/alzheimer-contest

Submission for drivendata 3D-MRI video contest

cnn computer-vision keras medical-image-processing opencv

Last synced: 29 Nov 2024

https://github.com/raghavendranhp/credit_card_fraud_detection

This repository contains code for a credit card fraud detection model using autoencoders and logistic regression, achieving 95.3% accuracy.

anomaly-detection autoencoder-neural-network credit-card-fraud data keras logistic-regression machine-learning preprocessing tensorflow

Last synced: 07 Jan 2025

https://github.com/einstellung/gender_conversion

This repository can realize the feminization of male characters in pictures and the masculinization of female characters in picture.

cyclegan keras opencv pyqt5 pytorch

Last synced: 23 Nov 2024

https://github.com/wkambale/keras-gemini

A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.

gemini keras package python3

Last synced: 24 Dec 2024

https://github.com/wuweiweiwu/qwop-thesis

Honors Thesis completed under the supervision of Maria Gini and James Parker. Cum Laude. :sparkler:

cum-laude honors keras qwop thesis

Last synced: 18 Dec 2024

https://github.com/abhaskumarsinha/Corpus2GPT

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 20 Oct 2024

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: 12 Oct 2024

https://github.com/alvii147/smartwardrobe

Program that identifies pieces of clothing

keras matplotlib pillow pyqt5 tensorflow

Last synced: 25 Dec 2024

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: 21 Dec 2024

https://github.com/neemiasbsilva/django-keras-counting-leaf

Keras CNN model for Plant Leaf Counting integrated into Django Framework and Deploy to Heroku

django heroku heroku-deployment herokuapp keras machine-learning plant-counting plant-phenotypes regression

Last synced: 05 Jan 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: 21 Dec 2024

https://github.com/easonlai/correctly_face_masked_recognition

This is a code sample repository for using Convolutional Neural Network (CNN) to build an image classification model to recognition people are correctly wearing the face mask or not.

cnn cnn-classification cnn-keras face-mask face-mask-classification face-mask-detection face-masks keras keras-tensorflow python python3 tensorflow tensorflow2

Last synced: 08 Jan 2025

https://github.com/tianxiaomo/keras_detection

Keras implementation of detection model.

cv detection keras

Last synced: 14 Jan 2025

https://github.com/danielstankw/vgg16_xray_image_classifier

Image Classification (3 classes) using VGG-16 Deep Learning Model

covid-19 image image-classification keras tensorflow2 vgg16

Last synced: 02 Jan 2025

https://github.com/mounishvatti/machine-learning

Neural Networks, TensorFlow, Keras, Natural Language Processing

algorithms keras machine-learning natural-language-processing neural-networks tensorflow

Last synced: 21 Dec 2024

https://github.com/weixuanz/genie

Gas meter monitoring using OpenCV and CNN

cnn gas-meter-monitoring keras opencv

Last synced: 12 Nov 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 seaborn tensorflow

Last synced: 19 Dec 2024

https://github.com/prashver/stock-price-prediction-lstm

Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM), this project predicts Nestle India stock prices. The dataset spans from May 18, 2018 to May 20, 2022, and results are visualized using matplotlib.

keras lstm-model matplotlib numpy pandas recurrent-neural-network

Last synced: 14 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: 30 Sep 2024

https://github.com/swift-earth-science/cris-xco-ml

Fast Carbon Monoxide Column (XCO) Estimation from Cross-track Infrared Sounder (CrIS) Observations Using Machine Learning

air-quality carbon-monoxide cris earth-observation earth-science jupyter-notebook keras machine-learning python remote-sensing tensorflow xco

Last synced: 13 Jan 2025

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

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 Dec 2024

https://github.com/vermavinay982/age-gender-classifier-vggface

Age prediction by classification instead of regression to find age specific features. Trained on 22k images scraped from Wikipedia.

computer-vision deep-learning keras machine-learning

Last synced: 17 Dec 2024

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: 21 Dec 2024

https://github.com/paulfitz/keras_cli

keras cli

cli command-line keras

Last synced: 21 Dec 2024

https://github.com/snehilsanyal/traffic_sign_detection_gtsrb

Notebook and model for German Traffic Sign Recognition Benchmark (GTSRB) Dataset. The notebook contains an extensive EDA for the dataset and trains a CNN classifier on the benchmark.

cnn computer-vision deep-learning gtsrb keras traffic-sign-detection

Last synced: 10 Dec 2024

https://github.com/ahmedheakl/brain_tumor_classification

Classifying Brain tumor images using Keras and Open CV.

keras python tensorflow

Last synced: 13 Jan 2025

https://github.com/prithivsakthiur/data-board

Data Boards - Visualization of various plots ( Analysis )

data-analysis gradio huggingface keras mathplotlib pandas plots pyplot scikit-learn seaborn spaces

Last synced: 21 Dec 2024

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: 21 Dec 2024

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: 21 Dec 2024

https://github.com/meirbek-dev/face-mask_detector

ะžะฑะฝะฐั€ัƒะถะธะต ะผะฐัะบะธ ะฝะฐ ะปะธั†ะต ะฒ ั€ะตะฐะปัŒะฝะพะผ ะฒั€ะตะผะตะฝะธ

artificial-intelligence covid-19 cuda cudnn deep-learning face-mask graduation-project jupyter-notebook keras machine-learning mask-detection mobilnet-v2 object-detection object-recognition object-tracking opencv4-python python real-time supervised-learning tensorflow2-gpu

Last synced: 11 Jan 2025

https://github.com/mohammad95labbaf/brain-tumor-transferlearning

The Brain Tumor MRI Dataset from Kaggle is employed for automated brain tumor detection and classification research. Investigated methods include using pre-trained models (VGG16, ResNet50, and ViT). ๐Ÿง ๐Ÿ”

cnn cnn-keras deep-learning deep-neural-networks deeplearning kaggle-dataset keras keras-tensorflow neural-network neural-networks pretrained-models resnet-50 transfer-learning tumor-classification tumor-detection vgg16 vision vision-transformer vit

Last synced: 13 Jan 2025

https://github.com/tushard48/brain-tumour-detection

Brain tumor detection and prediction using keras vgg-16

deep-learning flask keras machine-learning reactjs vgg16-model

Last synced: 10 Oct 2024

https://github.com/frostbyte012/computer-vision-project-ay-2024

This project presents a real-time face emotion detection system implemented as a full-stack desktop application. The system integrates deep learning techniques to accurately classify human emotions, including happiness, sadness, anger, surprise, disgust, fear, and neutral expressions, from live video streams or camera inputs. Download apk file :-

android android-app computer-vision deep-learning java keras mlkit opencv tensorflow tensorflow-lite

Last synced: 13 Jan 2025

https://github.com/osbm/kaggle-keras-weights-dataset

segmentation models baseline weight trained on imagenet

dataset deep-learning keras

Last synced: 06 Dec 2024

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 Oct 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 Nov 2024

https://github.com/mehassanhmood/deep_learning-and-bitcoin

Applying LSTM model to a time series data that has categorical target values.

deep-learning keras machine-learning

Last synced: 05 Dec 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: 10 Dec 2024

https://github.com/johnnixon6972/resnets

Implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 in TensorFlow 2, based on the "Deep Residual Learning for Image Recognition" paper by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

convolutional-neural-networks keras neural-network resnet tensorflow

Last synced: 10 Oct 2024

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: 21 Dec 2024

https://github.com/rambodrahmani/deep-learning

Final project for the Computational Intelligence and Deep Learning course at University of Pisa.

convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow point-cloud pointcloud pointclouds tensorflow2

Last synced: 29 Dec 2024

https://github.com/ivanyu/kaggle-digit-recognizer

Kaggle's "Digit Recognizer" competition

kaggle keras machine-learning scikit-learn

Last synced: 06 Dec 2024

https://github.com/somjit101/mnist-classification-keras

A simple study on the use of Keras framework (with Tensorflow background) for a simple handwritten number image classification task with Deep Neural Networks.

adam-optimizer batch-normalization deep-learning dropout-keras grid-search hyperparameter-tuning image-classification keras mnist mnist-classification neural-network sgd-optimizer tensorflow

Last synced: 16 Nov 2024

https://github.com/akhilpandey95/uncertainty

Work as part of ANL summer 2020 research on uncertainity quanitification methods in graph neural networks

aleatoric-uncertainty bayesian-deep-learning epistemic-uncertainty gnn graph keras pytorch uncertainty-quantification

Last synced: 29 Dec 2024

https://github.com/yinguobing/efficientdet-runner

ๆ‰ง่กŒEfficientDetๆจกๅž‹ๆŽจๆผ”็š„ๆœ€ๅฐไปฃ็ ๆจกๅ—

efficientdet keras tensorflow

Last synced: 14 Nov 2024

https://github.com/savinrazvan/image_similarity

Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.

computer-vision convolutional-neural-networks cosine-similarity deep-learning feature-extraction image-comparison image-processing image-similarity keras pre-trained-models python vgg16

Last synced: 10 Oct 2024

https://github.com/ivanch/autoseg-testing

Semi-Automatic testing data augmentation techniques for SegNet.

data-augmentation data-augmented-autoencoders keras segnet

Last synced: 05 Jan 2025

https://github.com/haoruilee/2020_seu_practical_training

2020ไธœๅ—ๅคงๅญฆๆ•ฐๅญฆๅญฆ้™ข ๆทฑๅบฆๅญฆไน ๅฎž่ฎญ

keras tensorflow

Last synced: 06 Dec 2024

https://github.com/toelt-llc/course-virtuous-ml-lecture

Material for the course given in the VIRUOUS H2020 Project on fundamentals of machine learning and neural networks.

keras machine-learning teaching tensorflow

Last synced: 29 Dec 2024

https://github.com/fardinhash/neuralnetwork-architechtures-implementation

Many Neural Network architectures are there. Basically Keras applications. You can find here the structures, implementations all you need. Have fun!

cnn convolutional-neural-networks deep-learning keras keras-application keras-neural-networks machine-learning neural-network neural-network-architectures neuralnetwork nn

Last synced: 14 Jan 2025

https://github.com/vermavinay982/feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

cnn deep deep-learning dl feature filter keras maps neural-network opencv python tensorflow

Last synced: 17 Dec 2024

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: 21 Dec 2024

https://github.com/hamidzr/next-block-prediction

Next block prediction in the block base visual programming environment, NetsBlox

keras rnn tensorflow word2vec

Last synced: 19 Nov 2024

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