Dataset Versions

v6

2023-02-08 3:35pm

Generated on Feb 8, 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 92%
1776Images
Valid Set 4%
80Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 22% Maximum Zoom
Saturation: Between -37% and +37%
Brightness: Between -25% and +25%
Blur: Up to 3.25px
Noise: Up to 5% of pixels
Cutout: 12 boxes with 5% size each

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