Dmitry / Face detection - FOMO Public

Target: Himax WiseEye2 (Cortex-M55 400 MHz) + Ethos-U55-64 Clone this project

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Face detection - FOMO

Object detection

About this project

Face detection using FOMO

Want to see a deeper explanation about FOMO and a live demo? See Arm AI Tech Talk about FOMO

Dataset Information

This project is using a subset of the FFHQ dataset where the bounding boxes have been labeled manually by Edge Impulse team.

Sensor & Block Information

Camera module with input images 96 x 96 pixels
Image block to normalize the image data, and keep the color depth to RGB
FOMO transfer learning block based on MobileNetV2 0.35

Interested in adding object detection capabilities to your constrained edge devices? Clone this project to build an object detection project to detect cans and bottles on the tiniest of devices!

Read more on our announcement blog to find out more about FOMO and to learn how to build your object detection project, from data collection to deployment on embedded devices.