#ZindiWeekendz Learning: Spot the Mask Challenge by #ZindiWeekendz
Knowledge
Can you predict whether a person in an image is wearing a face mask? #masks4all
259 data scientists enrolled, 55 on the leaderboard
SafetyHealthComputer VisionUnstructuredImageSDG3
Africa
1 May
Spot the mask model deployment on Raspberry PI
published 20 Nov 2020, 06:02
edited ~4 hours later

Thanks to Zindi for the dataset.

I used the data to make a model and deployed it to raspberry pi for real-time image inference from a live camera video feed. Had to augment the data with more localized images for better accuracy performance.

Summary of the deployment and results is as below.

https://docs.google.com/presentation/d/1Vwvzt4Wa2fiiREb8Ta_bbsv8hGTHhSxsu0I0pFoESRQ/edit?usp=sharing

If anybody needs support in the replication of such a project, let me know.