Dataset Versions

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Versions
luckyversion10
v10
·
4 months ago
ssd320 IEEE transaction
v9
·
4 months ago
2024-07-31 12:34pm
v8
·
4 months ago
2024-07-31 4:37am
v7
·
4 months ago
for Yolov8 sustainable
v6
·
4 months ago
2024-07-27 5:51am
v5
·
4 months ago
SSD320_50epochs
v4
·
6 months ago
1431
v3
·
7 months ago
medium number of epochs
v2
·
7 months ago
2024-05-07 6:10pm
v1
·
7 months ago
v2

medium number of epochs

Generated on May 7, 2024
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7415 Total Images

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Dataset Split

Train Set 94%
6993Images
Valid Set 4%
278Images
Test Set 2%
144Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 320x320

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Exposure: Between -15% and +15%
Noise: Up to 1.49% of pixels

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