Lucas Raniere Gonalves

Wagoon Wheel Inspect V3

Object Detection

Wagoon Wheel Inspect V3 Image Dataset

v6

2023-11-21 4:08pm

Generated on Nov 21, 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 88%
153Images
Valid Set 7%
13Images
Test Set 5%
8Images

Preprocessing

Static Crop: 11-90% Horizontal Region, 41-100% Vertical Region

Augmentations

Outputs per training example: 3
Blur: Up to 5px
Noise: Up to 5% of pixels