nptu

tank

Object Detection

tank Image Dataset

v1

2023-01-12 11:00pm

Generated on Jan 12, 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.
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Dataset Split

Train Set 93%
198Images
Valid Set 4%
8Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -19° and +19°
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels