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2023-12-19 9:31pm
v4
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a year ago
2023-11-13 9:37am
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a year ago
2023-11-05 6:01pm
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2023-11-02 2:37am
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v2

2023-11-05 6:01pm

Generated on Nov 5, 2023
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480 Total Images

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Dataset Split

Train Set 88%
420Images
Valid Set 8%
40Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -50° and +50°
Brightness: Between -25% and +25%

Similar Projects

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Outside_the_intersection
Annotate
3 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
vehicle

Classes

Layers

 
car
10

Unused Classes

large_bus
large_truck
medium_truck
small_bus
small_truck

Tags

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

Attributes

DJI_0932-85m-_MP4-0.jpg

640x640
0.41MP

Updated Sep 17, 55814

11:40AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation 13°
Grayscale Applied
Hue 9°
Brightness -21%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6Cgp2DNFs3JMTYlXFZ76"
    ],
    "destination": "3b8bc2ce5698855e5dad5445939500fc",
    "height": 640,
    "id": "Se87SzROOty5lZrviz62",
    "label": [],
    "labels": [],
    "name": "DJI_0932-85m-_MP4-0.jpg",
    "numSteps": 8,
    "owner": "UjRMHTU2LhuJvVz1ozch",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[180]",
        "rotate:[13]",
        "grayscale",
        "hue:[9]",
        "brightness:[-21]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "9°"
        },
        {
            "name": "Brightness",
            "value": "-21%"
        }
    ],
    "source": "Se87SzROOty5lZrviz62",
    "split": "train",
    "split.6Cgp2DNFs3JMTYlXFZ76.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[180]\",\n    \"rotate:[13]\",\n    \"grayscale\",\n    \"hue:[9]\",\n    \"brightness:[-21]\"\n]",
    "updated": 1699174928400,
    "updatedDate": "Sep 17, 55814",
    "updatedTime": "11:40AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6Cgp2DNFs3JMTYlXFZ76/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "car",
            "x": 150.5,
            "y": 488,
            "width": 38,
            "height": 38
        },
        {
            "label": "car",
            "x": 195.5,
            "y": 470,
            "width": 38,
            "height": 34
        },
        {
            "label": "car",
            "x": 247,
            "y": 465,
            "width": 36,
            "height": 30
        },
        {
            "label": "car",
            "x": 294,
            "y": 457.5,
            "width": 35,
            "height": 29
        },
        {
            "label": "car",
            "x": 287,
            "y": 497.5,
            "width": 37,
            "height": 34
        },
        {
            "label": "car",
            "x": 412.5,
            "y": 509,
            "width": 34,
            "height": 45
        },
        {
            "label": "car",
            "x": 211,
            "y": 601.5,
            "width": 37,
            "height": 34
        },
        {
            "label": "car",
            "x": 373,
            "y": 224,
            "width": 30,
            "height": 68
        },
        {
            "label": "car",
            "x": 416,
            "y": 166.5,
            "width": 29,
            "height": 55
        },
        {
            "label": "car",
            "x": 635.5,
            "y": 456.5,
            "width": 9,
            "height": 35
        }
    ],
    "height": 640,
    "key": "DJI_0932(가각부, 85m)_MP4-0.jpg",
    "width": 640
}

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