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Dynamite Duelers Project

Object Detection

Dynamite Duelers Project Image Dataset

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Versions
2022-08-05 1:06am
v42
Aug 5, 2022
2022-08-05 12:58am
v41
Aug 5, 2022
2022-08-05 12:54am
v40
Aug 5, 2022
2022-08-04 11:57pm
v39
Aug 5, 2022
2022-08-04 5:12pm
v38
Aug 5, 2022
2022-08-04 4:35pm
v37
Aug 4, 2022
2022-08-04 12:10am
v36
Aug 4, 2022
2022-08-04 12:07am
v35
Aug 4, 2022
2022-08-02 9:47pm
v34
Aug 3, 2022
2022-08-02 7:54pm
v33
Aug 3, 2022
2022-08-01 1:07pm
v32
Aug 1, 2022
2022-07-29 10:47am
v31
Jul 29, 2022
2022-07-28 6:42pm
v30
Jul 29, 2022
2022-07-28 3:18pm
v29
Jul 28, 2022
2022-07-28 1:36pm
v28
Jul 28, 2022
2022-07-27 3:03pm
v27
Jul 27, 2022
2022-07-27 3:03pm
v26
Jul 27, 2022
2022-07-27 2:19pm
v25
Jul 27, 2022
2022-07-27 11:55am
v24
Jul 27, 2022
2022-07-27 11:26am
v23
Jul 27, 2022
2022-07-26 1:40pm
v22
Jul 26, 2022
2022-07-25 1:06pm
v21
Jul 25, 2022
2022-07-25 8:45am
v20
Jul 25, 2022
2022-07-25 8:21am
v19
Jul 25, 2022
2022-07-25 8:20am
v18
Jul 25, 2022
2022-07-25 8:11am
v17
Jul 25, 2022
2022-07-25 8:05am
v16
Jul 25, 2022
2022-07-23 4:32pm
v15
Jul 23, 2022
2022-07-22 2:17pm
v14
Jul 22, 2022
2022-07-22 1:45pm
v13
Jul 22, 2022
2022-07-22 1:32pm
v12
Jul 22, 2022
2022-07-22 1:31pm
v11
Jul 22, 2022
2022-07-22 1:30pm
v10
Jul 22, 2022
2022-07-22 11:56am
v9
Jul 22, 2022
2022-07-22 10:50am
v8
Jul 22, 2022
2022-07-21 5:52pm
v7
Jul 22, 2022
2022-07-21 2:46pm
v6
Jul 21, 2022
2022-07-21 2:40pm
v5
Jul 21, 2022
2022-07-21 1:56pm
v4
Jul 21, 2022
2022-07-21 1:48pm
v3
Jul 21, 2022
2022-07-21 1:43pm
v2
Jul 21, 2022
2022-07-21 1:35pm
v1
Jul 21, 2022
v40

2022-08-05 12:54am

Generated on Aug 5, 2022
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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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4857 Total Images

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Dataset Split

Train Set 85%
4148Images
Valid Set 9%
461Images
Test Set 5%
248Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels