Data Augmentation Calculator
Calculate effective dataset size after augmentation, accounting for diversity and quality degradation.
Inputs
Results
Effective Dataset Size
23,000
Effective Multiplier4.6x
Total Samples (raw)30,000
Est. Storage3 GB
How to Use This Calculator
- Enter Original Samples, Augmentations per Sample, and Augmentation Types.
- Set Quality Drop %.
- Review the Effective Dataset Size result.
- Use Effective Multiplier (x) and Total Samples (raw) to inform your decision.
- Use the chart to visualize the results and explore different scenarios by adjusting inputs.
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