Dataset Versions

v1

2023-12-17 7:59pm

Generated on Dec 17, 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 %
0Images
Valid Set %
0Images
Test Set 100%
76Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 288x288

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -31% and +31%
Blur: Up to 2.25px
Noise: Up to 6% of pixels
Cutout: 7 boxes with 9% size each

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