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Searching for MobileNetV3


May 08 2019 Quoc Le

Introducing MobileNetV3: Based on MNASNet, found by architecture search, we applied additional methods to go even further (quantization friendly SqueezeExcite & Swish + NetAdapt + Compact layers). Result: 2x faster and more accurate than MobileNetV2. Link:
9 replies, 394 likes

May 09 2019 Maxim Bonnaerens

Google released the newest version of their MobileNet: MobileNetV3 Based on MNASNet (Should have been called MobileNetV3 back then). Most remarkable addition is the use of hard-swish, replacing ReLU as activation function. Quantization friendly designed.
0 replies, 2 likes

May 08 2019 Brundage Bot

Searching for MobileNetV3. Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, and Hartwig Adam
1 replies, 0 likes