BIDJOE

BIDJOE-Hard-Hat-2

Object Detection

BIDJOE-Hard-Hat-2 Image Dataset

v1

2023-06-09 2:26pm

Generated on Jun 9, 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.
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Dataset Split

Train Set 95%
26148Images
Valid Set 3%
835Images
Test Set 2%
421Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -57° and +57°
Saturation: Between -65% and +65%
Brightness: Between -52% and +52%
Blur: Up to 3.5px
Noise: Up to 13% of pixels