Dataset Versions

2024-07-23 2:37am

Generated on Jul 23, 2024

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1294 Total Images

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Dataset Split

Train Set 89%

1158Images

Valid Set 11%

136Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Blur: Up to 2.5px

Noise: Up to 1.01% of pixels

Similar Projects

Annotations

Group:

road-lane

CLASSES

LAYERS

lane2

traffic light

Unused Classes

road-lane

496_speed-100_steer-1_46784cd5-480e-11ef-99da-ef5574038151.png

640x640

0.41MP

Updated Jul 28, 56528

4:36AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640
Rotation	-3°
Shear	X: 2° Y: 8°
Blur	1.5px
Noise	0.91%

Raw Data

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        "traffic light": 218
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    "height": 640,
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    "label": [],
    "labels": [],
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    "numSteps": 6,
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            "name": "Noise",
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    "split": "train",
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    "updatedDate": "Jul 28, 56528",
    "updatedTime": "4:36AM",
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nano