HSV Plots for Report

[ijyliu]

• [x] Create code to make this item from the weekly update slides as 2 figures, each a subplot of 8 items with 2 columns and 4 rows. So you should save 2 pngs

• [x] Combine all_features/train and all_features/test into one dataframe, then collapse all of the HSV columns to their averages by class. Separate out the hue, saturation, and value components according to how they were constructed in the HSV embedding creation function. Use your average hue vector, saturation vector, value vector for each class to create 4 plots/histograms like those in the above image, one for each class, that are the averages.

[ijyliu]

@ashutoshtiwari13 please still try to do the average plots, we might include them

Combine all_features/train and all_features/test into one dataframe, then collapse all of the HSV columns to their averages by class. Separate out the hue, saturation, and value components according to how they were constructed in the HSV embedding creation function. Use your average hue vector, saturation vector, value vector for each class to create 4 plots/histograms like those in the above image, one for each class, that are the averages.

[ashutoshtiwari13]

done and psuhed the code in the Code/Feature Construction/Color Histograms/avg-HSV-plot.ipynb

[ashutoshtiwari13]

Done!

[ijyliu]

can you try combining each row, so we end up with 4 plots? you will have to set some alpha

[ijyliu]

task from google doc: set a fixed y-axis across all the plots so we can compare values