Stick detection Dataset

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Versions
2024-03-04 1:23pm
v11
·
4 months ago
2024-01-05 12:32am
v7
·
6 months ago
Current training data
v6
·
8 months ago
2023-09-01 11:39am
v5
·
10 months ago
2023-09-01 11:31am
v4
·
10 months ago
2023-09-01 11:19am
v3
·
10 months ago
2023-02-03 12:08pm
v2
·
a year ago
2023-01-11 4:31pm
v1
·
a year ago
v6

Current training data

Generated on Nov 14, 2023
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7616 Total Images

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Dataset Split

Train Set 87%
6663Images
Valid Set 8%
633Images
Test Set 4%
320Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 848x480
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Cutout: 15 boxes with 15% size each