TFlite conversion - Githubissues

UNCG-DAISY / Instagrain

A camera for measuring sediment grain sizes with edge ML

MIT License

20 stars 2 forks source link

TFlite conversion #46

Closed ebgoldstein closed 3 years ago

ebgoldstein commented 3 years ago

[x] Dynamic range Quant
[x] 16bit Quant
[ ] Quant Aware training
[x] Test .tflite models (replaces #15 )

ebgoldstein commented 3 years ago

The model is quite large in terms of memory use during training...

but the new version of the nb has both Dynamic range and 16bit Q.. — https://github.com/UNCG-DAISY/SandCam/commit/a9ea1efaa5408321e3e510ce87bdb66d69457eed

ebgoldstein commented 3 years ago

we don't exactly have enough data to do a real test yet... just a sniff test with the validation data, which lookjs fine... and I am adding the Quant Aware Training to the model experiments issue...