wagonlabel

wagon-id

Object Detection

wagon-id Image Dataset

v1

2024-04-09 4:49pm

Generated on Apr 9, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 99%
141Images
Valid Set 1%
1Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
coal-wagon-edge
49 images
stuff-RailCars-intermodal2
1900 images
intermodal2
2173 images
r
uwlumber-intermodal1-intermodal2
2248 images
uwlumber-intermodal1-intermodal2
2248 images