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Instruction for model training #22

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edward9112 opened this issue Jul 16, 2021 · 9 comments
Open

Instruction for model training #22

edward9112 opened this issue Jul 16, 2021 · 9 comments

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@edward9112
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Hello Igor!

What do you think about making a brief instruction on how to annotate and train models to be compatible with Synet?
Which software to use for annotation, which for training, general recommendations/requirements, etc.

It would be awesome to have that.

Thank you!

@ermig1979
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Hello!

It's a good idea. I will add it to plans.

@edward9112
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Hello!

It's a good idea. I will add it to plans.

Awesome!

@edward9112
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Hey! Any updates on this?

@ermig1979
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I am sorry but there is no update still. I have got no free time to do this issue.

@edward9112
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I am sorry but there is no update still. I have got no free time to do this issue.

Thanks for the update. Waiting patiently…

@edward9112
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edward9112 commented Jan 17, 2022

Hello! Any updates on the tutorial?
Thank you!

@edward9112
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edward9112 commented Feb 16, 2022

Just a friendly follow-up @ermig1979

@ermig1979
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Hi! I see this issue is in demand. Why it does not move? One hand I don't like to make tutorial like other hand there is no definite rules to make models compatible with Synet. I try step by step to extend amount of compatible model types. If I see incompatibility I add the model (in OpenVINO or ONNX format) to test framework and achieve then of correct conversion to internal Synet format. The process still go on.

@edward9112
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Right, but you probably do some basic model training internally in your team according to some standard procedure, i.e.
Step 1: use such and such software for data labeling
Step 2: run such and such command on labeled data to retrieve any kind of viable model
etc.

This information would be really helpful for those who are not very proficient with model training, and it would be a great addition to your awesome Synet framework.

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