Dataset Versions

v4

2022-12-13 10:16am

Generated on Dec 13, 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.
Other Formats
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Dataset Split

Train Set 70%
6161Images
Valid Set 20%
1750Images
Test Set 10%
864Images

Preprocessing

Auto-Orient: Applied
Static Crop: 12-80% Horizontal Region, 24-93% Vertical Region
Resize: Stretch to 1280x1280
Grayscale: Applied
Modify Classes: 0 remapped, 3 dropped

Augmentations

No augmentations were applied.

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