Dataset Versions

v6

2024-06-09 1:21pm

Generated on Jun 9, 2024

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%
1665Images
Valid Set 8%
156Images
Test Set 4%
81Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -14° and +14°
Brightness: Between -14% and +14%
Exposure: Between -14% and +14%
Blur: Up to 2.1px
Noise: Up to 4.62% of pixels

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