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Militry_Pic2

Object Detection

Militry_Pic2 Image Dataset

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2024-03-24 3:06am
v1
·
3 months ago
2400
Fast
v1

2024-03-24 3:06am

Generated on Mar 24, 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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2400 Total Images

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Dataset Split

Train Set 88%
2100Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Grayscale: Apply to 25% of images
Blur: Up to 3.7px
Cutout: 4 boxes with 27% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 2.43% of pixels