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.