Edge Impulse Inc. / Car Parking Occupancy Detection - FOMO Public

Experiments

Name Input DSP Blocks Learn Blocks f32_V_Acc f32_T_Acc i8_V_Acc i8_T_Acc f32_Latency f32_RAM f32_Flash i8_Latency i8_RAM i8_Flash

96×96 Image (Grayscale) FOMO MobileNetV2 0.35 83.9% 84.6% 83.6% 84.6% 117 ms.363.2K113.4K73 ms.119.4K90.8K

96×96 Image (Grayscale) FOMO MobileNetV2 0.1 86.6% 92.3% 87.1% 92.3% 125 ms.399.7K76.8K67 ms.123.8K69.6K

160×160 Image (RGB) FOMO MobileNetV2 0.1 95.8% 96.2% 95.2% 96.2% 358 ms.1.0M77.4K189 ms.291.3K69.8K