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2023-12-19 9:31pm
v4
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a year ago
2023-11-13 9:37am
v3
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a year ago
2023-11-05 6:01pm
v2
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a year ago
2023-11-02 2:37am
v1
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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
9 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
vehicle

Classes

Layers

 
car
11

Unused Classes

large_bus
large_truck
medium_truck
small_bus
small_truck

Tags

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Type and select tags below to add them to the image.

Attributes

DJI_0932-85m-_MP4-13.jpg

640x640
0.41MP

Updated Sep 17, 55814

11:42AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Vertical
90° Rotate Applied
Rotation 15°
Hue -2°
Brightness 15%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6Cgp2DNFs3JMTYlXFZ76"
    ],
    "destination": "c44325cf10299cd7ad5de8ad706306d1",
    "height": 640,
    "id": "TNjc4VufD51JkqeaSCQM",
    "label": [],
    "labels": [],
    "name": "DJI_0932-85m-_MP4-13.jpg",
    "numSteps": 7,
    "owner": "UjRMHTU2LhuJvVz1ozch",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "ninety:[180]",
        "rotate:[15]",
        "hue:[-2]",
        "brightness:[15]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "15°"
        },
        {
            "name": "Hue",
            "value": "-2°"
        },
        {
            "name": "Brightness",
            "value": "15%"
        }
    ],
    "source": "TNjc4VufD51JkqeaSCQM",
    "split": "train",
    "split.6Cgp2DNFs3JMTYlXFZ76.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[180]\",\n    \"rotate:[15]\",\n    \"hue:[-2]\",\n    \"brightness:[15]\"\n]",
    "updated": 1699174928551,
    "updatedDate": "Sep 17, 55814",
    "updatedTime": "11:42AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6Cgp2DNFs3JMTYlXFZ76/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "car",
            "x": 341.5,
            "y": 178,
            "width": 34,
            "height": 29
        },
        {
            "label": "car",
            "x": 346.5,
            "y": 141,
            "width": 35,
            "height": 31
        },
        {
            "label": "car",
            "x": 438.5,
            "y": 158.5,
            "width": 33,
            "height": 28
        },
        {
            "label": "car",
            "x": 259.5,
            "y": 493,
            "width": 30,
            "height": 59
        },
        {
            "label": "car",
            "x": 485.5,
            "y": 142,
            "width": 31,
            "height": 26
        },
        {
            "label": "car",
            "x": 389,
            "y": 167.5,
            "width": 32,
            "height": 27
        },
        {
            "label": "car",
            "x": 78.5,
            "y": 158,
            "width": 38,
            "height": 53
        },
        {
            "label": "car",
            "x": 94,
            "y": 219,
            "width": 32,
            "height": 39
        },
        {
            "label": "car",
            "x": 19,
            "y": 243,
            "width": 36,
            "height": 36
        },
        {
            "label": "car",
            "x": 185.5,
            "y": 140,
            "width": 38,
            "height": 75
        },
        {
            "label": "car",
            "x": 122.5,
            "y": 63.5,
            "width": 31,
            "height": 46
        }
    ],
    "height": 640,
    "key": "DJI_0932(가각부, 85m)_MP4-13.jpg",
    "width": 640
}

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