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forest_detection

Object Detection

forest_detection Image Dataset

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Versions
2023-05-19 5:47am
v2
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a year ago
2023-05-19 4:49am
v1
·
a year ago
v2

2023-05-19 5:47am

Generated on May 19, 2023
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Pascal VOC XML
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1136 Total Images

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Dataset Split

Train Set 95%
1080Images
Valid Set 3%
32Images
Test Set 2%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Brightness: Between -25% and +25%