Embedded_CNN

This repository contains:

• MobileNetV1 implemenation via Pytorch.
• Training with ImageNet1K dataset from scratch.
• Evaluate inference result.
  • Measure inference speed and compare to other models (VGG16, GoogleNet)

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Model architecture

Train from scratch

MobileNet simple implementation in PyTorch

Evaluate inference speed

• Measure inference time and compare to other models
  • MobileNet is faster for 2x times than GoogleNet and 6x times than VGG16
• Refer to infer_speed.py for measurement code