Dataset Versions

Versions
2022-10-13 9:18am
v22
·
2 years ago
2022-10-13 9:16am
v21
·
2 years ago
stacks-noaug
v19
·
2 years ago
stacks-aug
v18
·
2 years ago
2022-10-11 7:50pm
v17
·
2 years ago
56-augmented
v16
·
2 years ago
56-no-augmentations
v15
·
2 years ago
45-all-labels
v14
·
2 years ago
45-augmented-all-labels
v12
·
2 years ago
45-augmented
v7
·
2 years ago
no-augmentation
v6
·
2 years ago
2022-10-01 12:07am
v5
·
2 years ago
2022-09-30 11:57pm
v4
·
2 years ago
2022-09-30 11:18pm
v3
·
2 years ago
v16

56-augmented

Generated on Oct 11, 2022
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142 Total Images

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Dataset Split

Train Set 91%
129Images
Valid Set 9%
13Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -39% and +39%
Noise: Up to 2% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°

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