Dataset Versions

v15

2023-10-14 8:43pm

Generated on Oct 14, 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 93%
1368Images
Valid Set 4%
53Images
Test Set 4%
52Images

Preprocessing

Resize: Stretch to 416x320

Augmentations

Outputs per training example: 3
Hue: Between -83° and +83°
Saturation: Between -60% and +60%
Exposure: Between -25% and +25%

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