Dataset Versions

v11

2021-12-27 6:53pm Mask

Generated on Dec 27, 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: Horizontal
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between 0% and +25%
Exposure: Between -5% and +5%
Bounding Box: Flip: Horizontal, Vertical