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Tips to work with supported networks

In this document we will give hints about each network based on previous experience


SSD resnet50

Like other SSD networks, this network aims to provide fast inference times.

  • Default image size is 640*640.
    • It is always recommended to keep the batch size to a minimum with such image size.
  • Training uses pretrained weights.
    • Takes more time to converge than mobilenet and inception. So training should be around 100 k steps.

Efficient Det D0

This network aims to provide fast inference time with acceptable accuracy.