Dataset Versions

v6

2023-04-23 4:29pm

Generated on Apr 23, 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 85%
316Images
Valid Set 5%
20Images
Test Set 9%
34Images

Preprocessing

Resize: Stretch to 2048x2048
Tile: 2 rows x 2 columns
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 5px
Bounding Box: Noise: Up to 5% of pixels

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