agv side tray Computer Vision Dataset

byAGVTask:
Object Detection
License:CC BY 4.012 views1 download
Versions
Dataset Version
v3

2022-08-27 12:18pm

Generated on Aug 27, 2022

Dataset Split

Train Set 87%
216Images
Valid Set 9%
21Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels

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