Dataset Versions

v8

2023-09-07 10:56am

Generated on Sep 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.
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Dataset Split

Train Set 88%
2142Images
Valid Set 8%
196Images
Test Set 4%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Blur: Up to 0.75px
Bounding Box: Brightness: Between -10% and +10%

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