Dataset Versions

v3

2023-01-30 6:59pm

Generated on Jan 30, 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 92%
1991Images
Valid Set 5%
114Images
Test Set 3%
57Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 256x256
Grayscale: Applied

Augmentations

Outputs per training example: 5
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -3° and +3°
Bounding Box: Brightness: Between -30% and +30%

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