Dataset Versions

v3

2022-08-12 12:00pm

Generated on Aug 12, 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 82%
314Images
Valid Set 12%
44Images
Test Set 6%
24Images

Preprocessing

Resize: Stretch to 416x416
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -6° and +6°
Brightness: Between -21% and +21%

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