psl Computer Vision Model

byPSL interpreterTask:
Object Detection
License:CC BY 4.0211 views7 downloads
Versions
Dataset Version
v2

2023-08-13 11:15pm

Generated on Aug 13, 2023

Dataset Split

Train Set 90%
13016Images
Valid Set 7%
999Images
Test Set 3%
372Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Blur: Up to 2.5px
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels

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