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Topo - elevator

Object Detection

Topo - elevator Image Dataset

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Versions
2024-05-06 1:56am
v2
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2 months ago
2024-05-05 9:01pm
v1
·
2 months ago
v2

2024-05-06 1:56am

Generated on May 5, 2024
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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1049 Total Images

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Dataset Split

Train Set 87%
915Images
Valid Set 8%
87Images
Test Set 4%
47Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each