Puma Prog

defuseBomb

Object Detection

defuseBomb Image Dataset

v1

2023-04-15 7:13pm

Generated on Apr 15, 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 84%
1294Images
Valid Set 10%
160Images
Test Set 5%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Modules-in-KTANE
4455 images
wires-button-serial-battery
135 images
modules
810 images
informationmodule-in-KTANE
1612 images