Tips to work with supported networks

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

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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.

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