Corn Rootworm Beetle Image Dataset
Versions
2024-06-18 1:51am
v12
· 13 days ago
final_no_sticky_traps_augmented
v11
· 13 days ago
2024-06-17 9:20pm
v10
· 14 days ago
final_all_annotatedv2
v9
· 14 days ago
final_all_annotated
v8
· 14 days ago
2024-06-17 7:42pm
v7
· 14 days ago
2024-06-17 7:30pm
v6
· 14 days ago
2024-06-17 7:26pm
v5
· 14 days ago
2024-06-17 7:23pm
v4
· 14 days ago
2024-06-17 7:20pm
v3
· 14 days ago
2024-06-17 7:17pm
v2
· 14 days ago
2024-06-17 7:05pm
v1
· 14 days ago
v6
2024-06-17 7:30pm
Generated on Jun 17, 2024
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3520 Total Images
View All Images
Dataset Split
Train Set 92%
3252Images
Valid Set 4%
136Images
Test Set 4%
132Images
Preprocessing
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Noise: Up to 1.6% of pixels
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