Egg segmentation in poultry industry based on color Image Dataset
v5
2023-05-15 4:07pm
Generated on May 15, 2023
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13438 Total Images
View All Images
Dataset Split
Train Set 87%
11751Images
Valid Set 8%
1047Images
Test Set 5%
640Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 1-96% Horizontal Region, 1-96% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 9 remapped, 25 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -1° and +1°
Shear: ±0° Horizontal, ±0° Vertical
Saturation: Between -5% and +5%
Brightness: Between -8% and +8%
Exposure: Between -11% and +11%
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -6% and +6%
Bounding Box: Exposure: Between -6% and +6%
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 1% of pixels
Egg-Color
7933 images
Egg-Color
7672 images
Egg-Eggs-Egg
7782 images
Egg-Color
9033 images
Egg-Color
9948 images