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Lock5

Object Detection

Lock5 Image Dataset

v12

2023-02-18 1:21pm

Generated on Feb 18, 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.
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Dataset Split

Train Set 70%
362Images
Valid Set %
0Images
Test Set 30%
153Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x800

Augmentations

Outputs per training example: 1
Hue: Between -150° and +150°
Brightness: Between -25% and +25%