Follow the Jupyter Notebook for in-detail explanation.
The approach followed -
- The different images are resized into a common size.
- Image Segmentation is applied on the images
- Extreme points in the countours are found.
- Distance between these extreme points is calculated.
- Prediction analysis is applied on the obtained data.
- Viola! You get your shirt size.
- This is a small dataset, I am planning to use Transfer Learning to get more accurate results.
- Also planning to create a web app using Flask.