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[Feature] GUI for Dataset Generation #283

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TorchDSP opened this issue Feb 21, 2025 · 0 comments
Open
1 task done

[Feature] GUI for Dataset Generation #283

TorchDSP opened this issue Feb 21, 2025 · 0 comments
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help wanted Extra attention is needed type: feature New feature or enhancement
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@TorchDSP
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Is there an existing feature already?

  • Yes, I have checked the existing features.

Description

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Proposing the creation of a TorchSig GUI config tool. The idea is that are coming up with a lot of different config options and this is only a small number I've listed in the image above. We need some type of software to manage this.

Here's a quick list of the configurable options:

  • bandwidth on a per signal or signal-class basis
  • SNR on a per signal or signal-class basis
  • FFT size
  • number of IQ samples
  • which signals and/or signal classes to generate
  • which impairments(s) to apply to isolated signals
  • which transform(s) to apply
  • probability distributions per signal or per signal class
  • probability distributions per number of signals (wideband case only)
  • narrowband and/or wideband dataset to generate
  • number of samples in the dataset
  • sample rate
  • impairment level
  • where to save to file

Could also just have a "generate" button in the GUI that generates the dataset(s) based on a path the user has selected.

@TorchDSP TorchDSP added help wanted Extra attention is needed type: feature New feature or enhancement labels Feb 21, 2025
@TorchDSP TorchDSP added this to the Backlog milestone Feb 21, 2025
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