Dataset Versions

v1

2024-09-29 5:44pm

Generated on Sep 29, 2024

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%
80Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2048x1440

Augmentations

Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -51° and +51°
Brightness: Between -46% and +46%
Blur: Up to 2.6px

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