NEW PUBLICATION
WCE-SqueezeNet: Targeting on-capsule CNN
Full title: WCE-SqueezeNet: Targeting on-capsule CNN inference for energy efficient microcontroller-based endoscopy |
Optimization of the WCE-SqueezeNet model for edge processing on wireless endoscopy capsules. Validation on diverse open-source datasets of endoscopy images. Demonstration of low-power real-time inference on GAP9 and of energy and bandwidth savings.
Paola Busia, Andrea Pinna, Paolo Meloni
Journal Article
May 25, 2026