ECE4078

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M3

Object Detection

M3 Image Dataset

Try Pre-Trained Model
Versions
2023-09-10 9:11pm
v3
Sep 10, 2023
2023-09-10 1:37pm
v2
Sep 10, 2023
2023-09-07 4:46pm
v1
Sep 7, 2023
v3

2023-09-10 9:11pm

Generated on Sep 10, 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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7682 Total Images

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Dataset Split

Train Set 88%
6723Images
Valid Set 8%
639Images
Test Set 4%
320Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -21% and +21%
Exposure: Between -6% and +6%
Blur: Up to 1.5px
Noise: Up to 1% of pixels