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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/visionscaper/stateful_multi_gpu

Experimental utility to build stateful RNN models for multi GPU training.

gru keras keras-models keras-tensorflow lstm multi-gpu rnn

Last synced: 16 Nov 2024

https://github.com/si-ja/machine-learning---educational-material

This repository is focused on providing educational material to those who start learning Machine Learning with python. [Many things I learn myself as I provide material for education, therefore the repository is of an altruistic character; have fun learning new things!]

ascii ascii-art classes classes-and-objects cv2 education educational keras keras-tensorflow knn knn-classification machine-learning machine-learning-algorithms markov-chain numpy oop pandas sklearn teaching teaching-materials

Last synced: 27 Nov 2024

https://github.com/chen0040/keras-gan-models

Some generative adversarial network models that I studied

content-generation convolutional-neural-networks gan keras

Last synced: 16 Dec 2024

https://github.com/1ambda/jupyter-playground

Jupyter Notebooks for Data Exploit 🙂

jupyter keras notebook tensorflow text-analysis

Last synced: 18 Nov 2024

https://github.com/vicentebolea/ml-quakes-project

RAPID EARTHQUAKE EARLY WARNING SYSTEM MACHINE LEARNING FRAMEWORK

deep-learning earthquakes keras machine-learning

Last synced: 15 Nov 2024

https://github.com/caronl/mnist_app

Repository for this app :

digit-recognition keras shinyapps tensorflow

Last synced: 04 Dec 2024

https://github.com/boemer00/signet-ring-cv

This project focuses on classifying pathological images of signet ring cells from the WSI of gastrointestinal tissues.

classification computer-vision image-classification keras neural-networks pathology python recall vgg19

Last synced: 22 Jan 2025

https://github.com/ltfschoen/aind2-rnn

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

jupyter-notebook keras lstm-networks multi-class-classification recurrent-neural-networks

Last synced: 07 Dec 2024

https://github.com/gosha20777/neuroexploit

A self-learning neural network for automatic pentest

keras pentest python self-learning tensorflow

Last synced: 22 Jan 2025

https://github.com/rajaprerak/ml_dl_webapp

Machine learning and Deep learning project

flask heroku keras knearest-neighbors python scikit-learn tensorflow

Last synced: 25 Dec 2024

https://github.com/vuuuuk/pointnet-detectron2-training

PointNet training with custom Intel RealSense L515 dataset, Detectron2 training with custom Roboflow dataset

detectron2 google-colaboratory jupyter-notebooks keras lidar-point-cloud open3d pointnet python3 realsense2 roboflow tensorflow

Last synced: 25 Dec 2024

https://github.com/turgut090/cirq

R interface to Cirq - quantum circuits, computers, and simulators.

circuit cirq hardware keras quantum quantum-circuit quantum-computers quantum-computing qubits r simulators tensorflow

Last synced: 17 Jan 2025

https://github.com/ptyadana/iris-flower-ml-app

iris flower predictions Machine Learning app using Tensorflow, Keras, ScikitLearn, Flask deployed on Heroku

flask heroku keras machine-learning scikit-learn tensorflow2

Last synced: 15 Nov 2024

https://github.com/harleyszhang/image_classification_project

kaggle 图像分类比赛项目,提供了项目 bsaeline。

image-classification kaggle-bsaeline keras

Last synced: 02 Jan 2025

https://github.com/joyceannie/tomatoleafdiseaseprediction

The objective of the project is to classify the images of tomato plant leaves to identify whether the plant is healthy or not. A classification model is trained using Tensorflow and Keras. The application runs locally on Flask server.

classification-algorithm flask-application keras machine-learning multiclass-classification python tensorflow2

Last synced: 29 Jan 2025

https://github.com/rid17pawar/fashionapparelclassification-webapp

A web application for classifying clothing photos uploaded by users. It makes use of a deep learning model which is deployed using FastAPI. Achieved 85% accuracy in classifying images.

cnn-keras cnn-model fastapi image-classification keras keras-models keras-neural-networks neural-network react reactjs

Last synced: 17 Nov 2024

https://github.com/anastassia-b/machine-learning

💡Compilation of notes + implementations of neural networks using Keras and TensorFlow

deep-learning keras machine-learning tensorflow

Last synced: 23 Jan 2025

https://github.com/tootouch/u-net_segmentation_with_tensorboard

This project implements the U-Net architecture used in image segmentation and visualizes the learning process using Tensorboard.

deep-learning image-segmentation keras python tensorboard tensorflow unet-segmentation

Last synced: 11 Jan 2025

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: 18 Jan 2025

https://github.com/abhilash1910/datahour_diffusion

Presentation of the session on Diffusion Principles on behalf of Analytics Vidhya datahour. Youtube: https://www.youtube.com/watch?v=DIdbsfzK7IUtube:

autoencoders clip diffusion keras tensorflow

Last synced: 21 Nov 2024

https://github.com/rithwikksvr/positive-negative-review-classifier

We always give ratings and reviews to many products that we buy online. So these online companies have to check constantly about the review of their products. Currently they use Machine Learning to assess the Rating of a Product and can get can a sense by applying classifiers on these reviews. In the end these classifiers can classify if a review is a Positive or a Negative one.

deep-learning keras machine-learning ml nlp numpy python

Last synced: 12 Jan 2025

https://github.com/h-fuzzy-logic/python-windspeed

Predicting hurricane windspeed from satellite images

cnn keras python tensorflow

Last synced: 15 Dec 2024

https://github.com/rishikesh-jadhav/adaptive-neural-network-based-control-of-autonomous-car-in-airsim

This repository highlights the integration of neural network-based control with PID and MPC approaches in the AirSim simulator to enhance steering inputs for autonomous vehicles. Employing imitation learning and a hybrid neural network architecture, the project aims to create a robust and unbiased model for improved autonomous vehicle control.

computer-vision deep-learning deployment imitation-learning keras modelpredictivecontrol pid-control pytorch

Last synced: 22 Jan 2025

https://github.com/gosha20777/yolo-v3-keras

Keras implimettation of YOLOv3

cv keras neural-network object python yolov3

Last synced: 22 Jan 2025

https://github.com/jn513/mask_detect

Sistema para Detecção Facial que reconhece se a pessoa esta usando mascara ou não.

colab-notebook colaboratory keras keras-tensorflow opencv opencv-python python python3 sklearn tensorflow tensorflow2

Last synced: 15 Dec 2024

https://github.com/storopoli/solving-captchas

Tensorflow Keras CNN to solve Captchas

captcha computer-vision keras keras-tensorflow tensorflow

Last synced: 30 Jan 2025

https://github.com/fitomad/bicimad-bike-identifier

Keras, Vision y CoreML para desarrollar una app que identifica los números de serie de las bicicletas del servicio BiciMAD

convolutional-neural-networks coreml coremltools image-recognition ios keras python swift swift4 vision vision-api

Last synced: 25 Jan 2025

https://github.com/programminginblood/neuralchat

NeuralChat is a chatbot created in Python using NLTK, Tensorflow, keras, numpy and FastAPI.

ai keras keras-tensorflow ml nltk nltk-python python python3 tensorflow tensorflow2

Last synced: 25 Jan 2025

https://github.com/aman9026/covid-19-predictor-dataset

Predict COVID-19 by analyzing chest X-Ray image

corona corona-xray coronavirus coronavirusprediction keras ml mlops python

Last synced: 15 Dec 2024

https://github.com/heyfoz/python-asl-detection

A Python ASL detection script utilizing a TensorFlow image classification model trained from scratch. It is tailored to recognize American Sign Language (ASL) alphabet letters from live video streams, and provides documentation covering the neural network architecture, installation, dataset details, training procedures, and real-time detection.

asl asl-alphabet asl-alphabet-translator computer-vision convolutional-neural-networks data-science deep-learning hand-tracking image-classification image-recognition keras machine-learning mediapipe neural-network python tensorflow

Last synced: 30 Jan 2025

https://github.com/wdbm/ml_draft_material

machine learning introduction, featuring Python, TensorFlow, Keras, examples... and love

convolutional-neural-networks keras lstm-neural-networks machine-learning tensorflow tensorflow-tutorials

Last synced: 07 Dec 2024

https://github.com/shaswata56/facial_expression_recognition

Facial Expression Recognition in Keras using a CNN.

expression facial flask keras realtime recognition tensorflow

Last synced: 03 Jan 2025

https://github.com/ayulockin/deepgenerativemodeling

Towards Generative Modeling from (variational) Autoencoder to DCGAN

autoencoder autoencoder-architecture keras keras-tensorflow vae vae-gan vae-implementation

Last synced: 09 Jan 2025

https://github.com/fpaskali/trus-segmentation

Python workflow for automatic prostate segmentation in transrectal ultrasound 3d images by using deep learning v-net model.

3d deep-learning image-processing keras python segmentation tensorflow

Last synced: 08 Dec 2024

https://github.com/junteudjio/food_classifier

food images classification based on deep learning in keras, flask and docker.

convolutional-neural-networks docker flask keras mobilenet python

Last synced: 17 Jan 2025

https://github.com/aribornstein/keras-3d-image-classification

Based on the Keras 3D Image Classification from CT Scans by Hasib Zunair from the Keras IO examples repo

3dimageclassification gridai keras tensorboard tensorflow

Last synced: 22 Jan 2025

https://github.com/petrosdemetrakopoulos/rnn-beatles-lyrics-generator

A word-based Recurrent neural network (RNN) trained to generate Beatle-like lyrics

beatles keras lyrics-generator machine-learning predictive-modeling recurrent-neural-networks tensorflow

Last synced: 29 Jan 2025

https://github.com/aromoh/keras-distributed-streaming

Distributed Keras model for making predictions of sentiment from Spanish sentences in stream context using Spark Streaming and Apache Kafka

cnn-keras kafka keras keras-tensorflow pyspark-notebook sentiment-analysis spark spark-streaming

Last synced: 09 Dec 2024

https://github.com/shettysach/kannada-handwriting-calculator

A calculator that uses handwritten Kannada digits and operators to calculate the result, using contour detection and CNN model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.

basic-arithmetic-operations cnn cnn-classification cnn-keras convo handwriting-calculator handwritten-digit-recognition jupyter-notebook kannada kannada-digit kannada-mnist keras keras-models keras-tensorflow mnis opencv opencv2 pillow tensorflow tensorflow2

Last synced: 04 Dec 2024

https://github.com/sedflix/deepflowercounter

Count a particular kind of flower in an image by training our model on 10-15 images using class-agnostic-counting

counting-objects deep-learning few-shot-learning flower-counting keras

Last synced: 31 Dec 2024

https://github.com/Wigder/inns

An experiment using neural networks to predict obesity-related breast cancer over a small dataset of blood samples.

breast-cancer breast-cancer-diagnosis breast-cancer-prediction breastcancer-classification cancer cancer-detection classifier keras keras-tensorflow machine-learning python python3

Last synced: 20 Nov 2024

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

Original Keras implementation of the code for the paper "Client-driven animated GIF generation framework using an acoustic feature," at 1171: Real-time 2D/3D Image Processing with Deep Learning (MTAP)

client-side ffmpeg gif gif-animation gifs gifs-generated gtzan-dataset keras keras-implementations keras-tensorflow tensorflow tesnorflow

Last synced: 16 Dec 2024

https://github.com/chen0040/keras-timeseries-web-api

recurrent neural networks for timeseries prediction in Keras

keras prediction timeseries

Last synced: 16 Dec 2024

https://github.com/brookisme/dfgen

Keras Image Generator from Dataframes

deeplearning keras machine-learning tensorflow theano

Last synced: 17 Jan 2025

https://github.com/lyra-ai-team/yarinin-sehirleri-hackathon

This repo contains Lyra AI's project named ServeSmart in the scope of AI hackathon that organized by Habitat Association - Vodafone Foundation.

aritificial-intelligence css html javascript jupyter-notebook keras python tensorflow

Last synced: 20 Nov 2024

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

💎 Introduction to Keras API and TensorFlow for Researchers

ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow

Last synced: 16 Dec 2024

https://github.com/camara94/convolutional-neural-networks

Implement the foundational layers of CNNs (pooling, convolutions) and stack them properly in a deep network to solve multi-class image classification problems.

cnn-keras deep-neural-networks keras tensorflow

Last synced: 23 Dec 2024

https://github.com/ihabbendidi/trigger-word-detection

An implementation of trigger word detection using keras, for detecting digits spoken in an audio

audio deep-learning detection fourier-transform gru keras precision python rnn spectograms speech-recognition trigger trigger-word-detection wave

Last synced: 16 Dec 2024

https://github.com/rcmalli/polimi-dl-project

Polimi Deep Learning PHD Course 2018 Project

deeplearning depth-estimation keras tensorflow

Last synced: 11 Dec 2024

https://github.com/adirthaborgohain/lstm-classifier-with-hyperparameter-tuning

A simple bidirectional LSTM Classifier to classify sentiments on a text. Hyperparameter tuning is done using Randomized CV Search to find best parameters for the deep learning model.

keras lstm-neural-networks parameter-tuning rnn sentiment-analysis

Last synced: 11 Dec 2024

https://github.com/michaelsdavid/charcnn

A convolutional neural network that has detection for English characters (letters) written by hand.

character-recognition cnn-model convolutional-neural-network keras opencv2-python python3 scikit-learn tensorflow

Last synced: 17 Jan 2025

https://github.com/offchan42/honnet

🤖 Deep learning predicts who would win in a HoN match given heroes of both team

convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks

Last synced: 29 Oct 2024

https://github.com/timofurrer/hslu-pren-digit-cnn

Convolutional Neural Network to recognize digits used in the PREN class @ HSLU

cnn digit-recognition hslu keras machine-learning pren tensorflow

Last synced: 19 Dec 2024

https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 01 Nov 2024

https://github.com/madeyoga/mnist

Train digit recognition model using Tensorflow and Keras with MNIST dataset

computer-vision digit-recognition handwritten-digit-recognition keras mnist tensorflow

Last synced: 15 Jan 2025

https://github.com/nikhil25803/foodvision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter

Last synced: 17 Dec 2024

https://github.com/mbarbetti/pidgan

:package: GAN-based models to flash-simulate the LHCb PID detectors

deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning pid tensorflow ultrafast-simulation

Last synced: 11 Oct 2024

https://github.com/marcnuth/keras-models

reusable & predefined models built via Keras, which could be easily integrated into your project.

artificial-intelligence artificial-neural-networks deep-learning keras keras-models models pretrained-models

Last synced: 06 Nov 2024

https://github.com/lorenzwalthert/kerasmisc

Add-on functionality for the R implementation of Keras

callback keras learning-rate

Last synced: 05 Jan 2025

https://github.com/craftworksgmbh/mldocs

Documentation for the Machine Learning Process

documentation keras machine-learning sklearn

Last synced: 21 Jan 2025

https://github.com/tobybreckon/python-cnn-tools-test

a set of simple tools to check if we have TensorFlow, Keras and PyTorch setup correctly to use GPU

gpu keras opencv pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/shivamgupta92/signlang_action_recognition

This project utilizes action recognition and deep learning with OpenCV, MediaPipe, and Inception_ResNet for real-time sign language detection. This tool empowers users to interpret diverse sign gestures accurately, fostering inclusivity

cnn-keras deep-neural-networks keras nlp python3 resnet-50 tensorflow

Last synced: 11 Jan 2025