Dataset Versions

v1

2023-01-09 6:31pm

Generated on Jan 9, 2023

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 83%
1534Images
Valid Set 10%
179Images
Test Set 7%
136Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1200x900

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 5% of pixels

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