Dataset Versions

v5

batch5

Generated on Jun 27, 2022

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 92%
6238Images
Valid Set 4%
301Images
Test Set 4%
257Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Brightness: Between -8% and +8%
Blur: Up to 0.25px

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2.7k images