Dataset Versions

v3

2023-05-19 4:54pm

Generated on May 19, 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 90%
357Images
Valid Set 6%
23Images
Test Set 5%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -20% and +20%
Blur: Up to 1.25px
Cutout: 5 boxes with 13% size each
Bounding Box: Crop: 0% Minimum Zoom, 6% Maximum Zoom
Bounding Box: Blur: Up to 1.25px