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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/jrzaurin/workshop_milan18

Mild introduction to computer vision and NLP with Keras

computer-vision keras machine-learning nlp

Last synced: 15 Oct 2024

https://github.com/bhattbhavesh91/tf-watcher-demo

Tutorial on TF-Watcher which is a real-time remote service to get the Keras callbacks to a website including the details of metrics.

keras tensorflow tensorflow-models

Last synced: 03 Nov 2024

https://github.com/sayakpaul/patients-conversation-detector

Contains my experiments for ZS's hiring hackathon (II).

data-science keras machine-learning nlp python scikit-learn text-classification

Last synced: 28 Oct 2024

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 24 Oct 2024

https://github.com/chekoduadarsh/custom-image-augmentation-keras

This is a plugin tool for your project to impliment your coustom image processing algorithms

image-augmentation image-processing imagedatagenerator keras starter-code

Last synced: 28 Oct 2024

https://github.com/chrisby/deepcardiology

Implementations of deep and other ML approaches for cardiology.

cardiology convolutional-neural-networks deep-learning healthcare keras machine-learning

Last synced: 31 Oct 2024

https://github.com/robertobochet/keras-talk

Jupyter notebook for the Keras talk, part of the Python Course 2021 by Politecnico Open unix Labs

course jupyter-notebook keras neural-network politecnico-di-milano politecnico-open-unix-labs python slides talk tensorflow tensorflow-tutorials tutorial tutorial-code

Last synced: 03 Nov 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: 06 Nov 2024

https://github.com/farfarfun/funkeras

前沿算法，keras实现的搬运工

attention bert decoder encoder keras transformer yolo

Last synced: 23 Oct 2024

https://github.com/phreakyphoenix/explainable-diabetic-retinopathy-detection

Detection of DR especially NPDR using ML, helping millions across the world. Repo created for Google AI ExploreML Mentorship

keras neuralnetworks tensorflow

Last synced: 11 Oct 2024

https://github.com/sayakpaul/near-dup-parser

Holds code for near-duplicate image parser using optimized image classifiers.

bit bit-resnet keras lsh near-duplicate-detection random-projection tensorflow tensorrt vector-similarity vision

Last synced: 28 Oct 2024

https://github.com/riccorl/elmo-wsd

Supervised end-to-end neural architecture that learns how to disambiguate words inside a text.

elmo keras multitask-learning natural-language-processing nlp sense-disambiguation-wsd tensorflow wsd

Last synced: 08 Nov 2024

https://github.com/vidit-kushwaha/tweet-sentimental-analysis

A deep learning project for sentiment analysis on tweets, classifying them into positive, negative, or neutral sentiments.

deep-learning keras machine-learning natural-language-processing python sentiment-analysis tensorflow text-classification

Last synced: 13 Oct 2024

https://github.com/abhilash1910/nexgcn

Sigmoid Spectral GCN library for binary classification on Networkx Graphs using statistical (centrality,distributions)/external features

binary centrality classifiation gcn keras keras-neural-networks semi-supervised-learning spectral tensorflow2

Last synced: 13 Oct 2024

https://github.com/facultyai/faculty-xval

Cross-validation of Keras and scikit-learn models with the Faculty platform

cross-validation faculty-platform keras machine-learning python scikit-learn

Last synced: 08 Nov 2024

https://github.com/andreped/nlp-mtl

Training neural networks to solve multiple tasks simultaneously from free text through multi-task learning

bert-embeddings keras multi-task-learning natural-language-processing neural-networks nlp scikit-learn

Last synced: 07 Nov 2024

https://github.com/tallamjr/dnn

Implementations of Deep Neural Networks in Tensorflow 2.x

deep-learning deep-neural-networks keras tensorflow tensorflow-examples tensorflow2

Last synced: 10 Oct 2024

https://github.com/toelt-llc/course-dsc-intro-tensorflow

This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH)

deep-learning keras teaching tensorflow

Last synced: 07 Nov 2024

https://github.com/wenmuzhou/keras_mnist

learning keras with mnist

keras mnist

Last synced: 07 Nov 2024

https://github.com/sshh12/stealthml

Using image segmentation and in-painting to stealthify images.

image-segmentation inpainting keras mask-rcnn

Last synced: 05 Nov 2024

https://github.com/andreihar/emotion-recognition

Facial emotions recognition CNN

cnn emotion-recognition keras machine-learning

Last synced: 11 Oct 2024

https://github.com/justindavies/cocoonaks

Demo for Edinburgh OSS Summit

aks azure demo keras kubernetes tensorflow virtual-kublet

Last synced: 21 Oct 2024

https://github.com/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 24 Oct 2024

https://github.com/datarohit/walk-or-run-image-classification

This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.

cnn-classification inceptionv3 keras keras-tensorflow matplotlib numpy tensorflow

Last synced: 05 Nov 2024

https://github.com/vaibhav-kesarwani/text_emotion_classifier

A 𝗧𝗲𝘅𝘁 𝗘𝗺𝗼𝘁𝗶𝗼𝗻 𝗖𝗹𝗮𝘀𝘀𝗶𝗳𝗶𝗲𝗿 is an AI model that analyzes text to detect and classify emotions like 𝗵𝗮𝗽𝗽𝗶𝗻𝗲𝘀𝘀 😊, 𝘀𝗮𝗱𝗻𝗲𝘀𝘀 😢, 𝗮𝗻𝗴𝗲𝗿 😠, and 𝘀𝘂𝗿𝗽𝗿𝗶𝘀𝗲 😲. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 10 Oct 2024

https://github.com/rakibhhridoy/ctscanpredictioncovid19-tensorflow

Classifying covid positive and negative cases in ct-scan images. Though the data is not large enough, it can be processed and make prediction from the model. Images are quite similar thus the task became much complicated.

computer-vision covid-19 ctscan deep-learning deep-neural-networks image-classification image-processing keras machine-learning medical-image-analysis neural-network prognosis python

Last synced: 06 Nov 2024

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/rezahsnz/mlg

mlg: A decentralized CNN classification service based on Golem.

cnn golem keras

Last synced: 06 Nov 2024

https://github.com/vermavinay982/autoencoder-super-resolution

Experiment to enhance image resolutions without GANs by using autoencoder. Input being a small image.

autoencoder deep-learning keras resolution

Last synced: 30 Oct 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: 14 Oct 2024

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: 13 Oct 2024

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 30 Oct 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: 06 Nov 2024

https://github.com/hachreak/remokit

RemoKit - Recognize Emotions Kit

convolutional-neural-networks emotion-recognition keras

Last synced: 06 Nov 2024

https://github.com/adzialocha/notebook

Jupyter notebooks for random experiments with audio processing, data analysis and machine learning

jupyter-notebook keras learning librosa music21 scikit-learn

Last synced: 05 Nov 2024

https://github.com/nathancooperjones/deal-or-no-deal

Let's play Deal or No Deal better than a human.

deal-or-no-deal keras reinforcement-learning supervised-learning

Last synced: 31 Oct 2024

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: 24 Oct 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: 26 Oct 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/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: 06 Nov 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: 06 Nov 2024

https://github.com/fabiangroeger96/wandb-callbacks

Additional Callbacks for Weights & Biases to monitor your models even better :mag_right:

callback experiment-track hyperparameter-search keras machine-learning tensorflow weights-and-biases

Last synced: 24 Oct 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: 06 Nov 2024

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

Deep Learning on the Fashion MNIST Dataset.

deep-learning fashion-mnist keras python

Last synced: 26 Oct 2024

https://github.com/paulfitz/keras_cli

keras cli

cli command-line keras

Last synced: 03 Nov 2024

https://github.com/gaizkiaadeline/text-classification-model-using-lstm-and-word2vec-vectorization

This repository contains a text classification model using LSTM, Word2Vec embeddings, and the Adam optimizer for efficient training and classification of textual data. The model classifies textual data based on pre-trained word vectors and is built with TensorFlow and Keras.

adam-optimizer keras lstm tensorflow word2vec

Last synced: 24 Oct 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: 24 Oct 2024

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: 13 Oct 2024

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: 24 Oct 2024

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: 29 Oct 2024

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: 14 Oct 2024

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

Mask Detection model deployed using Flutter App

cnn-keras deeplearning flutter keras tensorflow2 tflite

Last synced: 24 Oct 2024

https://github.com/ondrejhruby/fashion-mnist-cnn

Deep Learning Project: Image classification with Fashion MNIST using Convolutional Neural Networks (CNN).

classification cnn computer-vision data-preprocessing deep-learning fashion-mnist image-classification keras machine-learning neural-networks python tensorflow

Last synced: 13 Oct 2024

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: 03 Nov 2024

https://github.com/charlescatta/behavioral-cloning

Convolutional Neural network that drives a car in a simulator

cnn deep-learning keras self-driving-car

Last synced: 05 Nov 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: 03 Nov 2024

https://github.com/psavarmattas/understanding-and-predicting-trends-of-mental-health-in-tech-industry

Mental health has become a huge issue in recent times and the tech industry is no exception. This research paper aims to understand the trends of mental health in the tech industry and predict the trends of mental health in the tech industry.

classifier keras machine-learning python research-paper sklearn tensorflow

Last synced: 07 Nov 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: 07 Nov 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/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: 07 Nov 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: 07 Nov 2024

https://github.com/vishal-v/tiny-imagenet-challenge

Code and final submission for the Tiny ImageNet Challenge. Trained on Google colab and finished top 5 among 1072 participants

cnn-classification deep-learning imaug keras tensorflow tiny-imagenet tiny-imagenet-challenge

Last synced: 28 Oct 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: 03 Nov 2024

https://github.com/sid911/tensorflowbasics

Just some basics of tensorflow using keras api and subclassing api

keras python tensorflow-examples tensorflow2

Last synced: 12 Oct 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: 03 Nov 2024

https://github.com/florensadimer/snoring_detector_deep_learning

Este projeto contém um modelo de deep learning baseado em um tutorial do TensorFlow para identificar sons de ronco (snoring) e não ronco (not snoring). Desenvolvido como parte de um projeto de pesquisa na PUCRS, que visa auxiliar na análise de distúrbios do sono.

deep-learning health keras python snoring spectrogram tensorflow

Last synced: 24 Oct 2024

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: 11 Oct 2024

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: 05 Nov 2024

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: 03 Nov 2024

https://github.com/rishav-hub/gnettrainer-package

GNetTrainer is a Deep Learning web application for training and predicting classification models which is written in Python 3. At the backend it uses Frameworks like Tensorflow 2.0 and Keras. You can train any classification model with any data using GNetTrainer without writing any line of code.

deep-learning keras machine-learning tensorflow

Last synced: 11 Oct 2024

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" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 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 Distributed Computing Learning Resources 18 Python Learning Resources 18 Projects 💛💛💛💛💛<a name="Projects" /> 18 NLP Learning Resources 17 Swift Learning Resources 16 Examples/Notebooks 16 Scala Learning Resources 16