Dataset Versions

v1

2024-12-11 8:11pm

Generated on Dec 11, 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 92%
336Images
Valid Set 8%
28Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -55% and +55%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 3.33% of pixels

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