Dataset Versions

v7

2023-09-29 7:57pm

Generated on Sep 29, 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 88%
459Images
Valid Set 8%
43Images
Test Set 4%
21Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 43% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Bounding Box: Exposure: Between -25% and +25%

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