UTC

detection

Object Detection

detection Image Dataset

v3

2023-11-10 10:03pm

Generated on Nov 10, 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 91%
162Images
Valid Set 6%
11Images
Test Set 3%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
UTC
people-dock-lift-sup
71 images
lifejacket
647 images
drowning
2711 images
new
life-jacket-wearing
105 images