Omer Bilgin

fuarplaka

Object Detection

fuarplaka Image Dataset

v3

2024-04-01 5:31pm

Generated on Apr 1, 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 83%
33Images
Valid Set 13%
5Images
Test Set 5%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
bar-cross-other
1467 images
defectueuse-conforme
71 images