Project 6 : Hair Style Multiple Category Classification App
Determine Braid type.
For deep learning models we will be using the Drivetrain approach in model creation.
The Drivetrain Approach
-
Define objective : what are you trying to achieve
- classify 4 types of hairstyles:
- cornrows
- bald
- fade
- not a hairstyle
- classify 4 types of hairstyles:
-
Levers : what inputs can we control
- images from duckduckgo
-
Data : what data can we collect
- augment the images after collection
- make sure images are labelled
-
Models : how the levers influence the objective
- show model error_rate per epoch
- produce confussion matrix
