Dataset Versions

v15

x3-rot-img-2-rot-box-4-WithPanel-45ep

Generated on Aug 19, 2023

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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 86%
630Images
Valid Set 10%
70Images
Test Set 5%
35Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Bounding Box: Rotation: Between -4° and +4°

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