Aim1

enemies-teammate

Object Detection

enemies-teammate Image Dataset

v8

2023-08-09 6:17pm

Generated on Aug 9, 2023

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Dataset Split

Train Set 89%
7665Images
Valid Set 7%
633Images
Test Set 4%
304Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 1% of pixels
Cutout: 3 boxes with 4% size each
Game-Characters
77 images
Game-Characters
71 images
people
71 images
enemies
99 images