Hao Le

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trangsuc3

Object Detection

trangsuc3 Image Dataset

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Versions
2024-03-29 8:55am
v16
Mar 29, 2024
2024-03-28 1:04pm
v15
Mar 28, 2024
2024-03-27 11:09am
v14
Mar 27, 2024
2024-03-27 11:07am
v13
Mar 27, 2024
2024-03-21 10:23pm
v12
Mar 21, 2024
2024-03-03 12:01am
v11
Mar 2, 2024
2024-03-02 11:48pm
v10
Mar 2, 2024
2024-02-26 10:16am
v9
Feb 26, 2024
2024-02-26 10:03am
v8
Feb 26, 2024
2024-02-26 9:55am
v7
Feb 26, 2024
2024-02-23 4:11pm
v6
Feb 23, 2024
2024-02-22 9:37am
v5
Feb 22, 2024
2024-02-21 1:05pm
v4
Feb 21, 2024
2024-02-20 3:56pm
v3
Feb 20, 2024
2024-02-20 3:52pm
v2
Feb 20, 2024
2024-02-20 11:30am
v1
Feb 20, 2024
v16

2024-03-29 8:55am

Generated on Mar 29, 2024
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1278 Total Images

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Dataset Split

Train Set 92%
1179Images
Valid Set 8%
99Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±11° Horizontal, ±10° Vertical
Grayscale: Apply to 12% of images
Hue: Between -19° and +19°
Saturation: Between -33% and +33%
Brightness: Between -17% and +17%
Exposure: Between -10% and +10%