Dataset Versions

v10

2022-09-17 12:25pm

Generated on Sep 17, 2022

Popular Download Formats

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 62%
465Images
Valid Set 20%
147Images
Test Set 18%
134Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2000x2000
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels

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