Dataset Versions

v5

V5

Generated on Dec 28, 2022

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Dataset Split

Train Set 87%
640Images
Valid Set 8%
61Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Blur: Up to 10px
Road object detection
Annotate
GOOD-MORNING-KUALA-LUMPUR-4K-60FPS-DRIVING-IN-THE-MORNING-_mp4-121.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
vehicle

CLASSES

LAYERS

 
car
5
 
van
1

Unused Classes

bus
lorry
motorcycle
pedestrian light
person
roadsign
traffic light
truck

Tags

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

Attributes

GOOD-MORNING-KUALA-LUMPUR-4K-60FPS-DRIVING-IN-THE-MORNING-_mp4-121.jpg

640x640
0.41MP

Updated Dec 28, 2022

5:44PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Blur 6.25px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "lorry": 48,
        "motorcycle": 88,
        "bus": 4,
        "van": 169,
        "car": 489,
        "person": 172,
        "truck": 25,
        "pedestrian light": 1,
        "roadsign": 197,
        "traffic light": 126
    },
    "datasets": [
        "1BfiunU7dnhh4V1XmZqU"
    ],
    "destination": "06f45c438a4f5266dcc993ea13ca94e8",
    "height": 640,
    "id": "BEp62o6gexrlyRk0bheu",
    "label": [],
    "labels": [],
    "name": "GOOD-MORNING-KUALA-LUMPUR-4K-60FPS-DRIVING-IN-THE-MORNING-_mp4-121.jpg",
    "numSteps": 4,
    "owner": "jbYlmm5afYYBLasnJPMnfQoXIOA3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "blur:[6.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Blur",
            "value": "6.25px"
        }
    ],
    "source": "BEp62o6gexrlyRk0bheu",
    "split": "train",
    "split.1BfiunU7dnhh4V1XmZqU.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"blur:[6.25]\"\n]",
    "updated": {
        "_seconds": 1672249451,
        "_nanoseconds": 758000000
    },
    "updatedDate": "Dec 28, 2022",
    "updatedTime": "5:44PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "1BfiunU7dnhh4V1XmZqU/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "car",
            "x": 56,
            "y": 433,
            "width": 79,
            "height": 62
        },
        {
            "label": "car",
            "x": 384,
            "y": 412,
            "width": 48,
            "height": 47
        },
        {
            "label": "van",
            "x": 323,
            "y": 410.5,
            "width": 37,
            "height": 56.5
        },
        {
            "label": "car",
            "x": 276,
            "y": 413.5,
            "width": 17,
            "height": 32
        },
        {
            "label": "car",
            "x": 505.5,
            "y": 406.5,
            "width": 65,
            "height": 62.5
        },
        {
            "label": "car",
            "x": 627,
            "y": 463,
            "width": 25.5,
            "height": 125
        }
    ],
    "height": 640,
    "key": "GOOD MORNING KUALA LUMPUR 4K 60FPS - DRIVING IN THE MORNING!_mp4-121.jpg",
    "width": 640
}

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