General repo for work with Berkeley Fire Lab https://pyro.turtlebasket.ml

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michael 06307cd262 update default i_darkcurrent		2022-10-12 19:33:20 -07:00
examples	update frontend	2022-10-12 17:37:31 -07:00
matlab-version	add matlab version	2022-10-12 12:14:13 -07:00
static	working interface	2022-10-11 18:03:00 -05:00
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Makefile	use pipenv in makefile	2022-10-12 12:27:37 -07:00
Pipfile	restructure, start flask stuff	2022-10-11 13:19:48 -05:00
Pipfile.lock	return & render base64 instead of saving imgs	2022-10-12 12:27:52 -07:00
README.md	almost-working prototype	2022-10-11 15:46:53 -05:00
flask_frontend.py	fix BGR & alpha value trimming	2022-10-12 19:29:39 -07:00
ratio_pyrometry.py	fix BGR & alpha value trimming	2022-10-12 19:29:39 -07:00

Pyrometry image processing

Developing the web frontend

To serve in production:

gunicorn flask_frontend:app

To autoreload on source file changes:

gunicorn flask_frontend:app --reload

Grayscale pyrometry: currently basic; uses grayscale opencv import, then just applies a jet filter. Doesn't yet copy the full impl in the paper.

Ratio pyrometry: pretty damn close to what's in the paper but it's very broken atm

Test image:

Ratio pyrometry result (with convolutional smoothing):

According to general researcher consensus, ratio pyrometry is supposed to be more accurate.

Grayscale pyrometry result: