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Kortti

Object Detection

Kortti Image Dataset

Versions
2022-07-30 5:06pm
v19
Jul 30, 2022
2022-07-30 3:29pm
v18
Jul 30, 2022
2022-07-30 3:07pm
v17
Jul 30, 2022
2022-07-30 3:06pm
v16
Jul 30, 2022
2022-07-30 1:01pm
v14
Jul 30, 2022
2022-07-29 8:32pm
v13
Jul 29, 2022
2022-07-28 9:21pm
v12
Jul 28, 2022
2022-07-28 9:20pm
v11
Jul 28, 2022
2022-07-28 9:18pm
v10
Jul 28, 2022
2022-07-28 9:17pm
v9
Jul 28, 2022
2022-07-28 6:20pm
v8
Jul 28, 2022
2022-07-28 4:11pm
v7
Jul 28, 2022
2022-07-28 12:25am
v6
Jul 27, 2022
2022-07-28 12:23am
v5
Jul 27, 2022
v8

2022-07-28 6:20pm

Generated on Jul 28, 2022
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Pascal VOC XML
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73 Total Images

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Dataset Split

Train Set 90%
66Images
Valid Set 5%
4Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels