Plugs Image Dataset

Try Pre-Trained Model
Versions
2023-01-28 4:25am
v16
Jan 27, 2023
2023-01-28 4:00am
v15
Jan 27, 2023
2023-01-28 2:31am
v14
Jan 27, 2023
2023-01-28 2:14am
v13
Jan 27, 2023
2023-01-28 1:51am
v12
Jan 27, 2023
2023-01-28 1:30am
v11
Jan 27, 2023
2023-01-26 5:53am
v10
Jan 26, 2023
2023-01-25 8:53pm
v9
Jan 25, 2023
2023-01-24 11:35pm
v8
Jan 24, 2023
2023-01-24 4:44pm
v7
Jan 24, 2023
2023-01-24 4:34pm
v6
Jan 24, 2023
2023-01-24 4:09pm
v5
Jan 24, 2023
Test
v4
Jan 24, 2023

2023-01-28 4:25am

Version 16
Generated Jan 27, 2023

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Popular Download Formats

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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Images

111 images
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Train / Test Split

Training Set

92
102
images

Validation Set

2
2
images

Testing Set

6
7
images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 256x256
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 8% of images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -23° and +23°
Hue: Between -26° and +26°
Saturation: Between -28% and +28%
Brightness: Between -31% and +31%
Cutout: 4 boxes with 28% size each
Bounding Box: Rotation: Between -13° and +13°
Details
Version Name: 2023-01-28 4:25am
Version ID: 16
Generated: Jan 27, 2023
Annotation Group: Plugs