Chicken-droppings Computer Vision Dataset

byfyppredictdiseaseTask:
Object Detection
License:MIT379 views16 downloads
Versions
Dataset Version
v1

2023-01-25 12:22am

Generated on Jan 24, 2023

Dataset Split

Train Set 88%
240Images
Valid Set 8%
21Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -30° and +30°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%

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