Dataset Versions

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Versions
HighContrast-640x360-aug
v13
·
a month ago
Dataset 1024x1024-Histo-2-Classes
v12
·
a month ago
2024-11-18 8:46am
v11
·
2 months ago
15-11 Version
v10
·
2 months ago
2024-11-15 11:35am
v9
·
2 months ago
2024-11-14 4-38pm
v8
·
2 months ago
-Histogram v7 yolov8
v7
·
2 months ago
-Histogram v6 yolov5
v6
·
2 months ago
-Histogram v5 yolov8
v5
·
2 months ago
2024-11-08 3:20am
v4
·
2 months ago
2024-11-07 9:26am
v3
·
2 months ago
2024-09-27 2:57am
v2
·
3 months ago
2024-09-24 7:28am
v1
·
3 months ago
v5

-Histogram v5 yolov8

Generated on Nov 11, 2024
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825 Total Images

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Dataset Split

Train Set 88%
723Images
Valid Set 8%
68Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images

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