Roberto Armeni

Keg Label

Object Detection

Keg Label Image Dataset

v5

2024-01-18 10:09pm

Generated on Jan 18, 2024

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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 90%
208Images
Valid Set 7%
16Images
Test Set 3%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 23% of images
Bounding Box: Rotation: Between -22° and +22°
box
bottle_cases
48 images
railcarnumbers
70 images