Computer Vision

A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints
A model of just 138KB working at 30fps, is proposed for face-mask detection on ARM Cortex-M7 microcontroller clocked at 480 Mhz and having just 496 KB of framebuffer RAM. This technique is fast, reliable, safe and helps thwart the transmission of the coronavirus.
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A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints
Recent Advances in Selective Image Encryption and its Indispensability due to COVID-19
This paper discusses how COVID-19 has changed the landscape of multimedia consumption and resulted in an imperative need for better and faster selective encryption techniques and presents a survey of the most recent advances.
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Recent Advances in Selective Image Encryption and its Indispensability due to COVID-19
Rethinking Generalization in American Sign Language Prediction for Edge Devices with Extremely Low Memory Footprint
A model of just 185KB is proposed for ASL prediction on ARM Cortex-M7 microcontroller, which works at 20 fps. Interpolation augmenation is shown to be effective for improving classification generalization.
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Rethinking Generalization in American Sign Language Prediction for Edge Devices with Extremely Low Memory Footprint