Dataset Versions

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Versions
2023-10-24 7:22am
v30
·
a year ago
Tiled
v29
·
a year ago
HQ_delval
v26
·
a year ago
HQ_val
v25
·
a year ago
LQ_delval
v24
·
a year ago
LQ_val
v23
·
a year ago
2023-10-18 12:03pm
v22
·
a year ago
2023-10-18 12:00pm
v21
·
a year ago
ERSGAN_LQ
v19
·
a year ago
LQ_deleteval-
v15
·
a year ago
LQ_with_val
v14
·
a year ago
2023-10-10 6:01pm
v12
·
a year ago
2023-10-10 6:00pm
v11
·
a year ago
2023-10-10 5:58pm
v10
·
a year ago
2023-10-09 11:43am
v9
·
a year ago
2023-10-09 11:33am
v8
·
a year ago
2023-09-29 11:56am
v1
·
a year ago
v1

2023-09-29 11:56am

Generated on Sep 29, 2023
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2272 Total Images

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Dataset Split

Train Set 92%
2096Images
Valid Set 7%
162Images
Test Set 1%
14Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 2-98% Vertical Region
Resize: Stretch to 1042x522
Tile: 2 rows x 2 columns
Filter Null: Require at least 95% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 8px
Noise: Up to 10% of pixels
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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