Dataset Versions

v1

2023-10-07 6:57am

Generated on Oct 7, 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 82%
1112Images
Valid Set 12%
158Images
Test Set 6%
78Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 6 remapped, 2 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Brightness: Between -11% and +11%
Exposure: Between -9% and +9%