Dataset Versions

v5

2023-02-13 6:24pm

Generated on Feb 13, 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 70%
2442Images
Valid Set 20%
698Images
Test Set 10%
351Images

Preprocessing

Auto-Orient: Applied
Static Crop: 15-85% Horizontal Region, 15-85% Vertical Region
Resize: Stretch to 512x512
Modify Classes: 1 remapped, 6 dropped

Augmentations

No augmentations were applied.

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