Afbeelding
CVDS-p6

Apple detection using synthetic data

As part of the Professorship of Applied Sciences in Computer Vision and Data Science

Goal

Detect and measure apples in orchards

Main challenge  

There is a limited amount of image data available due to the apple being a
sessional product. 

Result 

A model that generates realistic images of apples on which the AI detection
models is trained. The model is trained on synthetic images and shows impressive
real-image accuracy. 

Future

Use more sophisticated models to generate visually convincing image data to
reduce the need for expensive real-life data collection.