Nontawat Wuttikam

Properties Tagging

Object Detection

Properties Tagging Image Dataset

v6

AugFrench 2022-03-16 7:35pm

Generated on Mar 16, 2022

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 100%
11949Images
Valid Set 0%
2Images
Test Set 0%
1Images

Preprocessing

Modify Classes: 3 remapped, 8 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 5% of pixels
Cutout: 6 boxes with 10% size each