Insect_classification_new_8_categories Image Dataset
Versions
2023-08-17 2:48pm
v10
· 10 months ago
2023-08-17 2:31pm
v9
· 10 months ago
2023-08-17 2:03pm
v8
· 10 months ago
2023-08-17 9-47am
v7
· 10 months ago
2023-08-11 4:29pm
v6
· a year ago
2023-08-11 4:11pm
v5
· a year ago
2023-08-11 9:46am
v4
· a year ago
2023-08-01 1:59pm
v3
· a year ago
2023-08-01 1:45pm
v2
· a year ago
2023-08-01 12:49pm
v1
· a year ago
v7
2023-08-17 9-47am
Generated on Aug 17, 2023
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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877 Total Images
View All Images
Dataset Split
Train Set 82%
719Images
Valid Set 9%
79Images
Test Set 9%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x360
Augmentations
Outputs per training example: 2
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
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