Dataset Versions

v3

2023-06-14 12:43am

Generated on Jun 14, 2023

Dataset Split

Train Set 92%
1647Images
Valid Set 6%
116Images
Test Set 2%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -12% and +12%
Damaged Signs Multi-label
Annotate
IMG_8135.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Signs

CLASSES

 
Healthy
0

Unused Classes

Bending
Damage
Vandalism
Wear

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

IMG_8135.jpg

640x640
0.41MP

Updated Jun 14, 2023

6:43AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Wear": 249,
        "Bending": 114,
        "Damage": 370,
        "Vandalism": 105,
        "Healthy": 325
    },
    "datasets": [
        "VNwnXbx1khsjg98USPp9"
    ],
    "destination": "79c3cb4deb91d514d59e5fcd6b6f0b39",
    "height": 640,
    "id": "f0Z8AZRQjeW7w41Xjb0n",
    "label": [
        "Healthy"
    ],
    "labels": [
        "Healthy"
    ],
    "name": "IMG_8135.jpg",
    "numSteps": 2,
    "owner": "1c7kf2SClzQ1jTQDIbKFVyahhLD2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "f0Z8AZRQjeW7w41Xjb0n",
    "split": "train",
    "split.VNwnXbx1khsjg98USPp9.1": "train",
    "split.VNwnXbx1khsjg98USPp9.2": "train",
    "split.VNwnXbx1khsjg98USPp9.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1686725011,
        "_nanoseconds": 855000000
    },
    "updatedDate": "Jun 14, 2023",
    "updatedTime": "6:43AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "VNwnXbx1khsjg98USPp9/1",
        "VNwnXbx1khsjg98USPp9/2",
        "VNwnXbx1khsjg98USPp9/3"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "IMG_8135.jpg",
    "width": 640
}
  1. 1
    Bending
  2. 2
    Damage
  3. 3
    Healthy
  4. 4
    Vandalism
  5. 5
    Wear
170%
Reset