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actualmed-covid-chestxray-dataset

Actualmed COVID-19 Chest X-ray Dataset Initiative

chatbot-in-javascript

covid-19-deep-learning-cnn-model

Here, I created my own deep learning(CNN) model for early detection of COVID-19 from chest x-ray images. If we were to answer the question that why we need a deep learning model for early detection of COVID-19 from chest x-ray images, we can say the followings, doctors have seen that even if the test kits desined for diagnosis results in negative, the real results are positive for some patients when they review the chest X-ray images. For now the public dataset contains less amount of data which you can see in the dataset2 folder. We get this dataset from open-source https://github.com/ieee8023/covid-chestxray-dataset, but for sure it is not enough to train a proper deep learning model. But just to show that how easy it is to create an AI for the early detection of these kind of viruses. Just keep in mind that this cannot be used for diagnosis without training many more images in high-resolution and professinal medical tests. There you go! Let's work together to fight against COVID-19. As a tool, I used Keras with Tensorflow background, and the model can be improved by addig more convolution and pooling layers, and increasing the number of feature detectors'. Don't forget to upvote. Best Regards.

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

covid-cxr

Neural network model for classifying chest X-rays by presence of COVID-19 features

covid-net

COVID-Net Open Source Initiative

da-da-da

deeplearning

design-resources-for-developers

Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more

detection-of-covid-19-from-chest-x-ray

Detection Of COVID-19 From Chest X-Ray Using Resnet 18 In PyTorch.

domain_specific_cl

Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"

es6-in-depth-tutorial

The Full JavaScript & ES6 Tutorial - (including ES7 & React)

guide

A collection of easy-to-understand guides to programming tools

hello

hello-world

Another Repositary

hello-world2

bla bla hoot

med2image

Converts medical images to more displayable formats, e.g. NIfTI to jpg.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

repotest1

dannnnnggg

repotest2

ssn_superpixels

Superpixel Sampling Networks (ECCV2018)

tinytan

webdev

A web development website in bootstrap