Dataset Versions

v5

2023-10-26 10:02pm

Generated on Oct 26, 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 88%
1671Images
Valid Set 8%
153Images
Test Set 4%
85Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +35%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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