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travelog model

Object Detection

travelog model Image Dataset

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Versions
2023-03-30 6:06pm
v6
Mar 30, 2023
2023-03-09 7:46pm
v5
Mar 9, 2023
2023-02-23 1:23am
v2
Feb 22, 2023
v2

2023-02-23 1:23am

Generated on Feb 22, 2023
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747 Total Images

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Dataset Split

Train Set 89%
666Images
Valid Set 6%
46Images
Test Set 5%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 8 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±8° Horizontal, ±8° Vertical
Brightness: Between -11% and +11%
Exposure: Between -12% and +12%