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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/iamdanialkamali/memotionanalysis

Meme Sentiment Analysis SemEval 2020 Task 9

keras multimodal-deep-learning tensorflow

Last synced: 22 Jan 2025

https://github.com/orderandch4os/analyse-audio-python

Scratch for experimenting with audio feature extraction.

audio-feature-extraction keras machine-learning tensorflow

Last synced: 23 Dec 2024

https://github.com/leeyunjai/teachablemachine-python

keras and tflite inference code for image project of teachable machine

deep-learning keras machine-learning opencv teachable-machine teachablemachine tensorflow tensorflow-lite

Last synced: 24 Nov 2024

https://github.com/zackakil/webpage-autoencoder

Showing how you can embed and functioning auto-encoder inside a webpage using tensorflow.js.

autoencoder deep-learning generative-models keras machine-learning tensorflow-js

Last synced: 13 Nov 2024

https://github.com/yahia-kerim/KerasGA

A simple and easy-to-use implementation of Genetic Algorithm for Keras neural network models.

genetic-algorithm keras neural-network

Last synced: 12 Feb 2025

https://github.com/abhilash1910/transformers-workshop

Transformers Workshop on behalf of ML India. Contains resource notebook for training/inferring large scale transformer models for different downstream task

bert distilbert electra gpt2 keras t5 tf2 torch transformers

Last synced: 22 Jan 2025

https://github.com/handyorg/handykeras

GUI tool for Keras

keras keras-gui

Last synced: 24 Dec 2024

https://github.com/armanx200/fruit-detector

🍇🔍 Fruit Detector: A machine learning model to identify fruits from images, powered by TensorFlow and Keras. Train the model, predict fruits, and explore the world of AI fruit recognition! 🍓🍍

arman-kianian computer-vision data-preprocessing deep-learning image-recognition keras machine-learning neural-networks opencv python tensorflow

Last synced: 24 Jan 2025

https://github.com/huangy22/deep_learning

The course works from Andrew Ng's Deep Learning Specialization at Coursera.

convolutional-neural-networks deep-learning keras lstm-neural-networks recurrent-neural-networks

Last synced: 09 Jan 2025

https://github.com/shub-garg/hybrid-lung-segmentation-disease-classification-and-severity-localization

A project for lung disease detection and analysis using deep learning. It includes lung segmentation, disease classification, and severity localization with Grad-CAM for visual explanations. This repository provides code, datasets, and documentation for replication and further research.

coatnet computervision covid-19 cv deep-learning diseaseclassification gradcam-visualization keras lung-segmentation machine-learning medicalimageanalysis opencv tensorflow unet-image-segmentation

Last synced: 05 Feb 2025

https://github.com/jpedrou/brain-tumor-detection

This project uses deep learning with CNNs to detect brain tumors in MRI images, aiming for accurate tumor pattern identification.

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

Last synced: 13 Feb 2025

https://github.com/vekeryk/media-filter-bot

Telegram media filter bot that can detect nsfw content using Keras model predictions

bot keras nsfw-filter nsfw-recognition telegram-bot tensorflow

Last synced: 11 Jan 2025

https://github.com/nass59/dog-breed-classifier

CNN to Classify Dog Breeds using onvolutional Neural Network (CNN) that can classify at ~85% the dog breed from any user-supplied image

aws cnn deep-learning dog dog-breed dog-dataset keras neural-network python3 transfert-learning

Last synced: 18 Dec 2024

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/alexcoder04/uno-player-final

A program that plays the popular Uno card game (final version)

ai card-game game image-recognition images keras machine-learning python tensorflow uno uno-card-game uno-game

Last synced: 16 Dec 2024

https://github.com/lindronics/honours_project

University final year project: Deep neural networks for classification of multispectral images. Includes dissertation, research Jupyter Notebooks, and code for TensorFlow CNN models.

android android-application deep-learning deep-neural-networks flir flir-one flir-sdk image-classification keras multispectral multispectral-images tensorflow

Last synced: 04 Dec 2024

https://github.com/fdch/dreamsound

An adaptation of the Deep Dream project into an audio-based musical context

audio keras music python tensorflow

Last synced: 12 Feb 2025

https://github.com/johnolafenwa/neural-network-tutorials

Code for my tutorials on Artificial Neural Networks

keras mnist mnist-handwriting-recognition neural-networks

Last synced: 05 Dec 2024

https://github.com/xasopheno/whoyouare

A Deep Learning Toolkit for Composition and Improvisation

audio keras pyaudio python real-time

Last synced: 31 Dec 2024

https://github.com/ccbp/k210_juglanscar

A deep learning intelligent tracking car based on the K210 chip. The project uses an ESP32 to build an HTTP server for remote control and use MobileNet to train the model, and provides detailed information on the project's structure, environment, and resources, as well as instructions for setting up and using the car.

car deep-learning esp32 k210 keras tensorflow

Last synced: 26 Nov 2024

https://github.com/mo7ammedd/cnn-image-classification

img classification model using (CNN)

ai cifer10 keras nural-network pcnn python

Last synced: 22 Nov 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/sushantdhumak/face-recognition

Coursera - CNN Programming Assignment: In this project, we will build a face recognition system with FaceNet. Face recognition is a method of identifying or verifying the identity of an individual using their face in photos, video, or in real-time

convolutional-neural-networks face-recognition face-verification facenet-model keras unit-test

Last synced: 30 Jan 2025

https://github.com/sadmansakib93/medical_image_classification_keras

This is an example of medical image classification (binary classification) using Keras. Note that, the model is not fully optimized in this program, and hence it can be further optimized and the accuracy of the model can be enhanced further.

convolutional-neural-networks deep-learning deep-neural-networks image-classification keras keras-neural-networks machine-learning medical-image-analysis

Last synced: 12 Jan 2025

https://github.com/chen0040/keras-image-to-image

Transform one image to another image in Keras using GAN

convolutional-neural-networks gan image-to-image keras transfer-learning

Last synced: 16 Dec 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/nicolay-r/tone-classifier

Application of SVM classifier and NN classifiers for sentiment classification of Russian Twitter messages

keras lexicon lstm rnn sentiment-classification sentirueval svm-model theano

Last synced: 19 Dec 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/jwest951227/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 16 Nov 2024

https://github.com/coreyauger/quickdraw-gan

generative adversarial networks with keras

gan keras python tensorflow

Last synced: 15 Nov 2024

https://github.com/akash-peace/face-recognition

AJ Face Recognizer project objective is to make a face recognizing model from own dataset of two faces.

facenet keras matplotlib mtcnn npz numpy opencv pickle pillow python3 sav scikit-learn

Last synced: 12 Feb 2025

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/facundoq/tmeasures

The Transformational Measures (TM) library allows neural network researchers to evaluate the invariance and equivariance of their models with respect to a set of transformations. Support for Pytorch (current) and Tensorflow/Keras (coming).

equivariance invariance keras measure neural-networks python python3 pytorch tensorflow variance

Last synced: 13 Feb 2025

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

Polimi Deep Learning PHD Course 2018 Project

deeplearning depth-estimation keras tensorflow

Last synced: 05 Feb 2025

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/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/hasnainroopawalla/scribblenet

A Python library that classifies hand-drawn doodles into distinct classes (trained on the QuickDraw dataset by Google).

android cnn doodle-classifier flask javascript keras python restful-api tensorflow

Last synced: 15 Feb 2025

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/hasnainroopawalla/image-captioning-scene-descriptor

A CNN-LSTM model to generate a sentence/caption that describes the contents/scene of an image.

bleu-score deep-learning flask flickr flutter image-captioning inceptionv3 keras lstm python rnn tensorflow

Last synced: 15 Feb 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/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: 15 Feb 2025

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: 09 Feb 2025

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: 03 Feb 2025

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: 05 Feb 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/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/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/brookisme/dfgen

Keras Image Generator from Dataframes

deeplearning keras machine-learning tensorflow theano

Last synced: 17 Jan 2025

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/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/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/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/chen0040/keras-timeseries-web-api

recurrent neural networks for timeseries prediction in Keras

keras prediction timeseries

Last synced: 16 Dec 2024

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/amarlearning/language-translation-model

Neural network model to translate text from french to english langauge

encoder-decoder-model keras keras-neural-networks machine-learning neural-machine-translation nlp

Last synced: 14 Nov 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/gosha20777/yolo-v3-keras

Keras implimettation of YOLOv3

cv keras neural-network object python yolov3

Last synced: 22 Jan 2025

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/martincastroalvarez/supply-chain-optimization

Supply chain optimization algorithms using python

keras machine-learning optimization python supply-chain

Last synced: 14 Feb 2025

https://github.com/yashkant/pnas-binary-nets

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

automl binarized-neural-networks keras neural-architecture-search tensorflow-experiments

Last synced: 13 Feb 2025

https://github.com/caronl/mnist_app

Repository for this app :

digit-recognition keras shinyapps tensorflow

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/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/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/nannigalaxy/face-recognition-api

API returns face feature vector as a response. This API uses deep learning to generate face embedding 128 dimension vector using Keras on top of TensorFlow. Implementation is "FaceNet: A Unified Embedding for Face Recognition and Clustering". Inception-ResNet-v2 model.

api deep-learning face-embedding face-recognition facenet flask json keras python tensorflow

Last synced: 12 Feb 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/gosha20777/neuroexploit

A self-learning neural network for automatic pentest

keras pentest python self-learning tensorflow

Last synced: 22 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/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/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/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

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