Dataset Versions

v2

2024-03-08 11:01am

Generated on Mar 8, 2024

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 61%
39Images
Valid Set 27%
17Images
Test Set 13%
8Images

Preprocessing

Auto-Orient: Applied
Static Crop: 30-75% Horizontal Region, 30-75% Vertical Region
Resize: Fit within 640x640
Tile: 6 rows x 6 columns
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

No augmentations were applied.

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