Eslam Ahmed

OpenScience- Coffee Detection

Instance Segmentation

OpenScience- Coffee Detection Image Dataset

Versions
2024-01-07 2:33pm
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v45

2024-01-07 2:33pm

Generated on Jan 7, 2024

Dataset Split

Train Set 95%
720Images
Valid Set 5%
40Images
Test Set %
0Images

Preprocessing

Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 21 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±7° Horizontal, ±9° Vertical
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Mosaic: Applied
MIB
coffee-beans-lEti
307 images
spot-injection-Ox03-6RMq-Q7Ii-N6mN-ucAD-5odK
70 images
spot-injection-Ox03-6RMq-Q7Ii-N6mN-ucAD
70 images
spot-injection-Ox03-6RMq-Q7Ii-N6mN
70 images