Dataset Versions

v7

2023-02-08 3:37pm

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.
Other Formats
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Dataset Split

Train Set 92%
888Images
Valid Set 4%
40Images
Test Set 4%
36Images

Preprocessing

Grayscale: Applied
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
Bounding Box: Brightness: Between -27% and +27%

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