GSOC Coding: Week 7

"Previously on LibreHealth GSOC 2020" [ Recap ]

The demo backend and frontend was connected and they were working (with some bugs!).

"Trained retinaNet" [ Work ]

This week has been all about training the retinanet model. Tensorflow just released Object detection API support for tensorflow v2. And it had bugs. So I ended up training the model from scratch and since there is a scarcity of data had to do some data augmentation to get nice results. The training went pretty well here is the loss curve:

Although the loss looks pretty good, it can be further improved. And I will try that in the coming week.

"Next week" [ On LibreHealth ]

1) Start the segmentation part.

2) Improve this model.


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