train image

Manhole-training

Object Detection

Manhole-training Image Dataset

v26

2023-02-11 5:01pm

Generated on Feb 11, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 89%
1967Images
Valid Set 8%
179Images
Test Set 2%
53Images

Preprocessing

Resize: Stretch to 1280x960
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%