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detect_weed_week1

Instance Segmentation

detect_weed_week1 Image Dataset

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Versions!
2024-03-08 4:13pm
v5
·
4 months ago
18723
2023-10-12 2:32pm
v4
·
8 months ago
18723
640x640
Stretch to
2023-10-02 6:13pm
v2
·
9 months ago
494
Fast
detect_weed_week1/1
2023-09-29 5:56pm
v1
·
9 months ago
494
Fast
COCO
v5

2024-03-08 4:13pm

Generated on Mar 8, 2024
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18723 Total Images

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Dataset 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