Prasad NR

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Deforestation Detection

Semantic Segmentation

Deforestation Detection Image Dataset

Try Pre-Trained Model
Versions
2023-06-10 2:10pm
v2
Jun 10, 2023
2023-06-09 7:08pm
v1
Jun 9, 2023
v1

2023-06-09 7:08pm

Generated on Jun 9, 2023
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2160 Total Images

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Dataset Split

Train Set 94%
2040Images
Valid Set 4%
80Images
Test Set 2%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%