Deep Learning Sequence() diagram

main
jebba 2022-01-22 23:37:49 -07:00
parent aa5a36d8fb
commit 3fd3ab0862
2 changed files with 14 additions and 2 deletions

View File

@ -41,7 +41,7 @@ Alpha software under development.
* SciAps XRF Analyzer
# Notes
# Deep Learning Algorithm
Can use lots from `wut`.
* https://spacecruft.org/spacecruft/satnogs-wut/src/branch/master/wut-worker-mas.py#L67-L79
@ -49,7 +49,18 @@ Can use lots from `wut`.
Amazingly (to me), the paper
*Classification of radioxenon spectra with deep learning algorithm*
(2021) by Azimi, et al. uses nearly the identical CNN `Sequence()` as
`wut` uses, indicating it may be a very good base to start from (!!!).
`wut` uses, indicating it may be a very good base to start from.
Paper is non-gratis science:
* https://www.sciencedirect.com/science/article/abs/pii/S0265931X21001909
The `Sequence()` diagram is pulled from the Azimi paper, but is the
same as in `wut`, so makes a good reference.
![Deep Learning Sequence](img/ml-sequence.png)
Will likely work best with binary categorizations. E.g. like this:
@ -58,6 +69,7 @@ Is it element B or not element B?
Is it element C or not element C?
Not "is it element A, B, or C?"
# Unofficial
Unofficial, unaffiliated with SciAps.

BIN
img/sequence.png 100644

Binary file not shown.

After

Width:  |  Height:  |  Size: 227 KiB