MakeabilityCooking

Low Vision Cooking

Instance Segmentation

Low Vision Cooking Image Dataset

v4

Cooking-Affordance-Dataset-Checked

Generated on Mar 28, 2024

Dataset Split

Train Set 82%
8346Images
Valid Set 12%
1193Images
Test Set 6%
596Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels