Dataset Versions

v8

2021-12-19 8:17pm

Generated on Dec 19, 2021

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%
951Images
Valid Set 8%
91Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Hue: Between -10° and +10°
Brightness: Between 0% and +25%
Exposure: Between -5% and +5%
Bounding Box: Flip: Horizontal, Vertical