vehicle labelling

M-vkal-by-HB

Object Detection

M-vkal-by-HB Image Dataset

v5

2024-06-18 4:20pm

Generated on Jun 18, 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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Dataset Split

Train Set 82%
4122Images
Valid Set 12%
581Images
Test Set 6%
295Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 2
Grayscale: Apply to 10% of images
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%