Dataset Versions

v1

2022-11-22 11:49am

Generated on Nov 22, 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 92%
1071Images
Valid Set 4%
44Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 540x720

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Hue: Between -30° and +30°
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%

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