Dataset Versions

v10

boxes_only

Generated on Mar 7, 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.
Other Formats
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Dataset Split

Train Set 86%
392Images
Valid Set 9%
40Images
Test Set 5%
24Images

Preprocessing

Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 7
Flip: Horizontal
Rotation: Between -5° and +5°
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 4.25px

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