IMPORTANT : This is a test software not meant for real life applications , it's always recommended to consult a real doctor !
Discord server with ready to use Ai Doctor : https://discord.gg/ZUGVPSS
The discord bot is now open source ! : https://github.com/himanshu2406/Ai-Doctor
Detects whether a person has pneumonia or not based on a chest X-ray ; Has an accuracy of 98+ .
Trained on a dataset of 2.29 Gb (https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia)
Model Used - CNN (Convolutional neural network) Accuracy - 98% + ! (steps =500, epochs = 10, val_steps = 125 )
trained model size = 9 Mb so you don't have to worry about downloading the entire 2.29Gb to test the model
go to https://discord.gg/ZUGVPSS and pass in the comand !d along with your image url and get back the result within seconds !
Alternative :
go to https://colab.research.google.com/ press upload and upload the .h5 file (pneumonia_pred_new.h5) press upload and upload the x-ray image you want to run the prediction on.
Then paste the following code in the notebook cell: (Remember to replace the your_image.jpeg with the real name of the image) Now run the code and see the prediction with accuracy after scrolling down !
CODE:- https://pastebin.com/srVfAYLD
Data: https://data.mendeley.com/datasets/rscbjbr9sj/2
License: CC BY 4.0
Citation: http://www.cell.com/cell/fulltext/S0092-8674(18)30154-5