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Object Detection

g with more left and right Image Dataset

v1

2024-05-27 3:59pm

Generated on May 27, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 79%
11676Images
Valid Set 7%
966Images
Test Set 14%
2053Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
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gb
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5742 images
g
ba
g
2231 images
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vdv
4411 images
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4507 images