AI Retinal Cancer Detection App banner

AI Retinal Cancer Detection App

Created by: dhairyakhannabuiss
2 devlogs
3h 23m 37s

My Eye Checker uses AI and Computer Vision that i trained using Google’s teachable machine to detect unusual white-eye reflections in images (leukocoria), which can indicate eye health problems like retinoblastoma, cataracts, or retinal detachment.
Open the app here: https://dhairyaapimaster.github.io/Retinal-Cancer-Detector/

This project uses AI

i used googles teachable machine to train the model

Demo Repository

README

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dhairyakhannabuiss
dhairyakhannabuiss shipped AI Retinal Cancer Detection App
1 day ago

Shipped this project!

Children mostly babies fall prey to a form of retinal cancer that can be treated if caught early….. but it is not caught early due to high cost of treatment and scanning many are never even checked until it is too late. But this can be found out by white eye reflections in the child’s photo’s , usually normal eyes have a red reflection when a pic is taken with flash as the light hits the blood vesels in the eye and is reflected, but if it is white that is a very serious symptom of cancer . That’s why i built this detector - it’s free , can be used to detect cancer and save eyes and lives.

dhairyakhannabuiss
dhairyakhannabuiss worked on AI Retinal Cancer Detection App
1 day ago
1h 2m logged

Well i have finally finished the frontend and also increased the training data to about 1200 pictures that i got from a public database and the images i colected combined. Also i have retrained the model with googles teachable machine. Also the front end has been completed!!

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dhairyakhannabuiss
dhairyakhannabuiss worked on AI Retinal Cancer Detection App
1 day ago
2h 21m logged

Well so i have trained the model using googles teachable machine and am now working on the froontend most of it is done i just have to make the homepage and a few minor adjustments. Also the model has an accuracy of about 75% which is fine but i will try and make it better by today so let’s see. I think i might be able to ship this by today as soon as the retraining for the model and the homepage for frontend are done. But even still the main frontend, the analyzer page is completed.
It makes me sad seeing the training data with many many chhildren whose eyes are basically almost gone because they are not found out early and honestly it is the type of pics that come in your nightmares. And the worst part most are only months old babies😢😭

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