new-workspace-ezagp

Helmet

Object Detection

Helmet Image Dataset

v14

2022-01-30 8:20pm

Generated on Jan 30, 2022

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 82%
1125Images
Valid Set %
0Images
Test Set 18%
254Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between 0% and +0%
Blur: Up to 0px
Mosaic: Applied