https://courtneyzhan.notion.site/Winter-Research-Program-Update-c8dee9e6c5d94b8d9a0744a3be407cd2
Created 1000 Images from the Matlab script from the last meeting (22-Jun)
Grid view of some images
For training to happen, labels are required. A modified version of MatLab code that appends to a CSV file. The CSV File has 3 columns, x-position, y-position and angle (radians)
labelled_create_2d_test_data.m
Fractional Units are implemented. At the moment at 0.5 is the finest unit. Matlab files can be extended, though.
labelled_fractional_create_2d_test_data.m
To change the intervals between each integer, change line 48:
% line 48
temp = interp2(I_act(:,:,ii), VALUE);
Where the number of additional points is $2^{VALUE}$. (for 0.5, VALUE = 1).
Then in the python code, after loading in the CSV file, divide the resulting data frame/NumPy array by $2^{VALUE}$ to scale from $0-101$.