National Taiwan University

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We do care the rivers

Object Detection

We do care the rivers Image Dataset

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Versions
2023-12-11 8:11pm
v19
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7 months ago
2023-12-11 9:38am
v18
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7 months ago
3326
v17
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7 months ago
2023-12-10 9:13pm
v16
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7 months ago
1818
v15
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7 months ago
768
v14
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7 months ago
2023-12-09 7:25am
v13
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7 months ago
2023-12-09 12:57am
v12
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7 months ago
2023-12-08 10:40am
v11
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7 months ago
2023-12-08 6:30am
v10
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7 months ago
2023-12-07 7:59pm
v9
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7 months ago
2023-12-05 6:45pm
v7
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7 months ago
Test-2-199 images-Bear-Justin
v6
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7 months ago
-iso-Test-2-199 images-Bear-Justin
v4
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7 months ago
Model-version1
v2
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7 months ago
Test 1 -97 images-
v1
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7 months ago
v12

2023-12-09 12:57am

Generated on Dec 8, 2023
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3846 Total Images

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Dataset Split

Train Set 90%
3477Images
Valid Set 6%
238Images
Test Set 3%
131Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical