Dataset Versions

v14

2023-05-16 2:24pm

Generated on May 16, 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 88%
81Images
Valid Set 8%
7Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 540x540
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Hue: Between -13° and +13°
Saturation: Between -11% and +11%
Brightness: Between -16% and +16%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 3% of pixels