Dataset Versions

v8

2022-09-09 4:20pm

Generated on Sep 9, 2022

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.
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Dataset Split

Train Set 87%
525Images
Valid Set 8%
49Images
Test Set 5%
30Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Noise: Up to 5% of pixels

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