emilleWorkSpace

buildings_sattelite

Object Detection

buildings_sattelite Image Dataset

v2

with_augments2

Generated on Jun 30, 2022

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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 96%
840Images
Valid Set 4%
35Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down