Dataset Versions

v12

2023-07-10 4:57pm

Generated on Jul 10, 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.
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Dataset Split

Train Set 66%
402Images
Valid Set 22%
131Images
Test Set 12%
72Images

Preprocessing

Resize: Stretch to 1200x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -28° and +28°
Brightness: Between -29% and +29%

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