detect_weed_week1 Image Dataset
v4
2023-10-12 2:32pm
Generated on Oct 12, 2023
18723 Total Images
View All ImagesDataset Split
Train Set 86%
16179Images
Valid Set 8%
1535Images
Test Set 5%
1009Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
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