Dataset Versions

v3

2023-09-21 3:11pm

Generated on Sep 21, 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 %
0Images
Valid Set %
0Images
Test Set 100%
1183Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -35° and +35°
Grayscale: Apply to 25% of images
Brightness: Between -35% and +35%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 3px
Bounding Box: Noise: Up to 5% of pixels

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