animais Computer Vision Model

byIEAvTask:
Object Detection
License:CC BY 4.053 views10 downloads
Dataset Version
v6

2023-10-31 5:06pm

Generated on Oct 31, 2023

Dataset Split

Train Set 30%
195Images
Valid Set 2%
14Images
Test Set 68%
445Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels

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