wood defect

wood

Object Detection

wood Image Dataset

v3

train-val

Generated on Jul 9, 2022

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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 93%
2612Images
Valid Set 7%
204Images
Test Set %
0Images

Preprocessing

Static Crop: 5-97% Horizontal Region, 17-75% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Flip: Horizontal, Vertical