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peopleGate

Object Detection

peopleGate Image Dataset

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Versions
2023-05-10 9:45am
v3
·
a year ago
2023-05-09 2:09pm
v1
·
a year ago
v3

2023-05-10 9:45am

Generated on May 10, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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4992 Total Images

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Dataset Split

Train Set 88%
4368Images
Valid Set 8%
416Images
Test Set 4%
208Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 41% Maximum Zoom
Saturation: Between -74% and +74%
Brightness: Between -32% and +32%
Blur: Up to 1px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 0.75px
Bounding Box: Noise: Up to 8% of pixels