InterIIT Humanoid

Plugs

Object Detection

Plugs Image Dataset

v15

2023-01-28 4:00am

Generated on Jan 27, 2023

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Dataset Split

Train Set 92%
102Images
Valid Set 2%
2Images
Test Set 6%
7Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 128x128
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 8% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -23° and +23°
Hue: Between -26° and +26°
Saturation: Between -28% and +28%
Brightness: Between -31% and +31%
Cutout: 4 boxes with 28% size each
Bounding Box: Rotation: Between -13° and +13°