Dataset Versions

v1

2023-01-20 3:10pm

Generated on Jan 20, 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.
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Dataset Split

Train Set 87%
2136Images
Valid Set 8%
204Images
Test Set 4%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -17% and +17%

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