Dataset Versions

v23

2023-07-13 9:06pm

Generated on Jul 13, 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 79%
600Images
Valid Set 14%
107Images
Test Set 7%
50Images

Preprocessing

Resize: Stretch to 1200x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -50° and +50°
Saturation: Between -70% and +70%
Brightness: Between -35% and +35%

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