huynh vu

helmet_lc

Object Detection

helmet_lc Image Dataset

v3

2023-10-05 2:06am

Generated on Oct 4, 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 89%
7544Images
Valid Set 8%
708Images
Test Set 3%
235Images

Preprocessing

Resize: Stretch to 800x800

Augmentations

Outputs per training example: 2
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -10% and +10%