Pole_detection Dataset

v4

with_aug

Generated on Sep 12, 2022

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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 87%
867Images
Valid Set 8%
82Images
Test Set 4%
42Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -10° and +10°
Brightness: Between -25% and +25%
Mosaic: Applied