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FraXrAI

Object Detection

FraXrAI Image Dataset

Versions
Dataset 1.10 Stanley-25 null- exposer- cut outs-
v23
Jul 13, 2022
Dataset 1.9 Stanley-100 null-
v22
Jul 12, 2022
Dataset Stanley-New dataset-
v21
Jul 12, 2022
Noah M 1.7
v20
Jul 11, 2022
Dataset 1.6 Stanley-2x2-
v18
Jul 11, 2022
Dataset 1.5 Stanley-null 100-
v17
Jul 11, 2022
Dataset 1.4 Stanley-crop 49-
v16
Jul 11, 2022
Dataset 1.3 Stanley
v15
Jul 8, 2022
Dataset 1.1 - Adrian
v13
Jul 8, 2022
Dataset 1.1 Stanley
v11
Jul 8, 2022
Dataset 1.0 - Adrian
v9
Jul 7, 2022
Dataset 1.1 - Tyler
v8
Jul 7, 2022
Dataset 1.0 - Kasra
v6
Jul 7, 2022
Dataset 1.0
v5
Jul 5, 2022
2022-07-01 2:20pm
v4
Jul 1, 2022
2022-07-01 11:26am
v3
Jul 1, 2022
FraXrAI dataset
v2
Jul 1, 2022
2022-07-01 11:24am
v1
Jul 1, 2022
v11

Dataset 1.1 Stanley

Generated on Jul 8, 2022
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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448 Total Images

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Dataset Split

Train Set 87%
390Images
Valid Set 7%
31Images
Test Set 6%
27Images

Preprocessing

Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Brightness: Between -44% and +44%
Cutout: 4 boxes with 15% size each