Why a Django app? Can’t it be done in something more simpler REST-only like Flask and the UI still remains in lh-rad? Have you looked at the designs that were created by @geepriya
@sunbiz I’m very familiar with Django and more over it does things in a very Django rigid ways, So if someone else tries to contribute in future and knows Django, it will be very easy for them to understand. Yes, I saw the ppts and videos sent by @geepriya.
It could be in theory done. In theory we have a REST api and the Toolkit Module could communicate with that API
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[ BLOG ]
Coding Week 2: “Link”
Coding Week 3: “Link”
Coding Week 4: “Link”
Coding Week 5: “Link”
Coding Week 6: “Link”
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Good work @Kislay_Singh. Thanks for progressing on the project so far. It would be great if you can elaborate the installation steps (Step by step guide to have the front and back end up and running) for cross-functional roles ie., non-developer.
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@geepriya Thanks for the feedback. I will update everything accordingly. @pri2si17 Here are the metrics(after training few more steps):
Object_Detection:
AP@0.5IOU/Atelectasis = 0.0024223323
AP@0.5IOU/Cardiomegaly = 0.48233068
AP@0.5IOU/Effusion = 0.0058859
AP@0.5IOU/Infiltrate = 0.03669084
AP@0.5IOU/Mass = 0.15007754
AP@0.5IOU/Nodule = 0.01916758
AP@0.5IOU/Pneumonia = 0.011720786
AP@0.5IOU/Pneumothorax = 0.00017587829
Precision/mAP@0.5IOU = 0.08855896
Unet:
Average IOU: 0.77378
@pri2si17 I have added the download csv feature and pushed the code. (with all the necessary changes in the frontend and backend)