Dataset Versions

v1

2021-12-27 5:10pm

Generated on Dec 27, 2021

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 %
0Images
Valid Set 100%
270Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -21° and +21°
Bounding Box: Shear: ±19° Horizontal, ±20° Vertical
Bounding Box: Brightness: Between -46% and +46%
Bounding Box: Exposure: Between -51% and +51%
Bounding Box: Blur: Up to 7.75px
Bounding Box: Noise: Up to 9% of pixels

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