YueFeng Wang

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sat

Object Detection

sat Image Dataset

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Versions!
2023-04-26 8:27am
v2
·
a year ago
3738
Fast
COCOv6n
v2

2023-04-26 8:27am

Generated on Apr 26, 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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3738 Total Images

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Dataset Split

Train Set 87%
3270Images
Valid Set 8%
311Images
Test Set 4%
157Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Cutout: 3 boxes with 10% size each