Dataset Versions

Try Pre-Trained Model
Versions
2024-06-28 5:52pm
v17
·
6 months ago
Image with issues trained from v8
v15
·
6 months ago
resized to 2000x2000 from COCO grayscale
v14
·
7 months ago
white-square-vis
v12
·
7 months ago
resized to 2000x2000 from COCO 2 classes
v9
·
7 months ago
resized to 2000x2000 from COCO
v8
·
7 months ago
resized to 2000x2000 from raw
v7
·
7 months ago
From-coco-no-resize
v6
·
7 months ago
no-resize-raw-one-class
v5
·
7 months ago
no-resize-raw-two-classes
v3
·
7 months ago
v14

resized to 2000x2000 from COCO grayscale

Generated on May 28, 2024
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1054 Total Images

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Dataset Split

Train Set 94%
994Images
Valid Set 5%
50Images
Test Set 1%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2000x2000
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

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