blyolo

onetwoskmaersk

Object Detection

onetwoskmaersk Image Dataset

v3

2022-07-18 1:32pm

Generated on Jul 18, 2022

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Dataset Split

Train Set 88%
885Images
Valid Set 8%
79Images
Test Set 5%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1286x1809
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±8° Horizontal, ±3° Vertical
Grayscale: Apply to 100% of images
Hue: Between -25° and +25°
Saturation: Between -32% and +32%
Brightness: Between -10% and +10%
Exposure: Between -16% and +16%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -12° and +12°
Bounding Box: Shear: ±7° Horizontal, ±7° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -16% and +16%
Bounding Box: Blur: Up to 3px
Bounding Box: Noise: Up to 5% of pixels
shipper-consignee-etc
328 images
consignee--etc
92 images
Info
49 images