Project 5 : Hair Braid deep learning 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 3 types of braids:
- cornrows
- dreadlocks
- two strand twist
- classify 3 types of braids:
-
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
