Dataset Versions

v5

2023-09-29 11:47am

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.
Other Formats
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Dataset Split

Train Set 87%
4619Images
Valid Set 8%
440Images
Test Set 4%
220Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -10% and +10%
Brightness: Between -7% and +7%

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