Dataset Versions

v12

2022-10-06 5:46pm

Generated on Oct 6, 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 93%
486Images
Valid Set 7%
39Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 1280x736

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -15° and +15°
Saturation: Between -35% and +35%
Brightness: Between -30% and +30%

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