ARGenie

TL_WR841N_Lights

Object Detection

TL_WR841N_Lights Image Dataset

v3

2024-01-06 6:38pm

Generated on Jan 6, 2024

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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 89%
564Images
Valid Set 7%
47Images
Test Set 4%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Brightness: Between -12% and +12%
Exposure: Between -7% and +7%
Noise: Up to 1% of pixels