[Paper] MobileNetV3: Searching for MobileNetV3 (Image Classification)

Outline

1. MobileNetV3 Module

MobileNetV2 Module
MobileNetV3 Module

2. Searching for MobileNetV3

Comparison of original last stage (top) and efficient last stage (bottom)
MobileNetV3-Large
MobileNetV3-Small

3. Experimental Results

MobileNetV3 Developement
Performance on ImageNet
Floating point performance
Quantized performance
Object detection results of SSDLite with different backbones on COCO test set
Building on MobileNetV3, the proposed segmentation head, Lite R-ASPP
Semantic segmentation results on Cityscapes val set
Semantic segmentation results on Cityscapes test set

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PhD, Researcher. I share what I learn. :) Reads: https://bit.ly/33TDhxG, LinkedIn: https://www.linkedin.com/in/sh-tsang/, Twitter: https://twitter.com/SHTsang3

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