Laval

Poteaux 3 classes

Object Detection

Poteaux 3 classes Image Dataset

v4

2024-01-08 10:17am

Generated on Jan 8, 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 85%
290Images
Valid Set 15%
50Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -50° and +50°