Dataset Versions

v1

2023-09-16 6:57pm

Generated on Sep 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 87%
11064Images
Valid Set 8%
1054Images
Test Set 4%
527Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -11° and +11°
Saturation: Between -15% and +15%
Brightness: Between -23% and +23%
Blur: Up to 1px