Implementation of MobileNet v1, v2, v3
-
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications https://arxiv.org/abs/1704.04861
-
MobileNetV2: Inverted Residuals and Linear Bottlenecks https://arxiv.org/abs/1801.04381
-
Searching for MobileNetV3 https://arxiv.org/abs/1905.02244
Framework - Pytorch.
Weights' memory size - 6.95 Mb. Achieved accuracy on CIFAR-100 Dataset - 0.60.
A script for image classification from folder with MobileNet-v3-Small.