Synthetic data generation

  23/07/2020       Attila Agod    

Not industry specific

We synthesise 2D or 3D images for training arbitrary deep learning models. Per-pixel ground truth data is readily available, thus no need for extra annotation work.

Size

more than 1.000.000

Data connectivity options

Technology category

Image

Record type

Private records

Industry specify

No

One time data

Yes

Does it contain private records?

No

Does it contain direct identification records?

No

Does it contain sensitive records?

Yes

Does the record set contain records directly concerning competitors?

No

Are the personal records found in any other data base?

No

Applying anonymization primitives

No

Systematic anonymization

No

K-anonymization I-diversity

No

Differential data protection

No

Fixed-value substitution

No

Data source substitution

No

Automated value generation

No

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Registered organisation

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References - Case studies

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