interfacing the C hardware neural-network using the .so file
Adding the scripts used the train network and generate .bin form of neural network
Additional training to neural network for better accuracy (will be improved upon in following work most likely)
Better organization between Tensorflow-based and custom neural network running options
Consistent running camera in 480p to avoid deviation
Removed edge detection from default settings for performance reasons
Misc. cleanup
I am hoping to merge this in before I make more changes to the neural network by potentially basing it less on handwritten letters and more on custom-cropped letters from online photos (as advised in milestone meeting).
:hammer: Validation Strategy
Custom set of pre-taken photos and manual testing with printed out plates.
Describe how you verified your changes if unit tests are not sufficient:
:tickets: Ticket(s)
Affects #
(Create a copy of that line for each Github Issue affected,
and replace "Affects" with "Closes" if merging this will close the relevant ticket.)
:ship: Pull Request
:question: Purpose
The following changes are made:
.sofile.binform of neural networkI am hoping to merge this in before I make more changes to the neural network by potentially basing it less on handwritten letters and more on custom-cropped letters from online photos (as advised in milestone meeting).
:hammer: Validation Strategy
Custom set of pre-taken photos and manual testing with printed out plates.
Describe how you verified your changes if unit tests are not sufficient:
:tickets: Ticket(s)
Affects #
(Create a copy of that line for each Github Issue affected, and replace "Affects" with "Closes" if merging this will close the relevant ticket.)