Dataset Versions

v3

2024-01-15 5:30pm

Generated on Jan 15, 2024

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 84%
621Images
Valid Set 10%
74Images
Test Set 6%
41Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise
Rotation: Between -13° and +13°
Saturation: Between -29% and +29%
Brightness: Between -22% and +22%

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