dsagasdg Dataset

v13

easier ver2023-07-23 9-11pm

Generated on Jul 23, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 96%
3231Images
Valid Set 2%
80Images
Test Set 2%
60Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Brightness: Between -12% and +12%
Exposure: Between -12% and +12%
Noise: Up to 2% of pixels
Mosaic: Applied