MilitaryObjectDetection

Military_v01

Object Detection

Military_v01 Image Dataset

v2

2023-08-08 11:52am

Generated on Aug 8, 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 80%
1881Images
Valid Set 14%
323Images
Test Set 6%
142Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 22 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal