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2023-12-31 1:45am
v6
·
a year ago
2023-12-06 8:53pm
v5
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a year ago
2023-12-06 3:08pm
v4
·
a year ago
2023-11-29 1:27pm
v3
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a year ago
2023-11-17 9:56pm
v2
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a year ago
2023-11-06 2:46pm
v1
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a year ago
v3

2023-11-29 1:27pm

Generated on Nov 29, 2023
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2210 Total Images

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Dataset Split

Train Set 92%
2040Images
Valid Set 8%
170Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 50% of images
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels

Similar Projects

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FYP Vehicle Detection
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Vehicle

Classes

Layers

 
Car
26

Unused Classes

Bus
Lorry
Motorcycle
Van
bus
d_Bus
motorbike
truck

Tags

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

Attributes

cam224_1-20211017-1400_002.jpg

640x640
0.41MP

Updated Jan 5, 55880

3:25AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -12°
Shear X: -19°
Y: -12°
Grayscale Applied
Exposure -14%
Blur 3px
Noise 4%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "SHTquobDTcpUaqNo2QSg"
    ],
    "destination": "1ddb370858ca3615149e7e2f23d854a5",
    "height": 640,
    "id": "2950k7EkfEFHuWSqrqSz",
    "label": [],
    "labels": [],
    "name": "cam224_1-20211017-1400_002.jpg",
    "numSteps": 8,
    "owner": "CID4GU4LwsYe5djqrlWu2bFlbHh1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-12]",
        "shear:[-19,-12]",
        "grayscale",
        "exposure:[-14]",
        "blur:[3]",
        "noise:[4,711298]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-12°"
        },
        {
            "name": "Shear",
            "value": "X: -19°<br/>Y: -12°"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Exposure",
            "value": "-14%"
        },
        {
            "name": "Blur",
            "value": "3px"
        },
        {
            "name": "Noise",
            "value": "4%"
        }
    ],
    "source": "2950k7EkfEFHuWSqrqSz",
    "split": "train",
    "split.SHTquobDTcpUaqNo2QSg.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-12]\",\n    \"shear:[-19,-12]\",\n    \"grayscale\",\n    \"exposure:[-14]\",\n    \"blur:[3]\",\n    \"noise:[4,711298]\"\n]",
    "updated": 1701235625111,
    "updatedDate": "Jan 5, 55880",
    "updatedTime": "3:25AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "SHTquobDTcpUaqNo2QSg/3"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Car",
            "x": 280.8782298085668,
            "y": 347.9835665541897,
            "width": 68.43414430842597,
            "height": 89.12568190466709
        },
        {
            "label": "Car",
            "x": 241.0370804896665,
            "y": 286.7701267155346,
            "width": 68.2121644423454,
            "height": 87.12568190466709
        },
        {
            "label": "Car",
            "x": 173.30855700776237,
            "y": 239.90974739338264,
            "width": 52.882466451136224,
            "height": 56.28656016134505
        },
        {
            "label": "Car",
            "x": 314.24815432937464,
            "y": 190.36473756309346,
            "width": 41.32751678593468,
            "height": 50.517365229966344
        },
        {
            "label": "Car",
            "x": 313.03817109230374,
            "y": 290.66546944365837,
            "width": 57.991275178902015,
            "height": 75.4963405971755
        },
        {
            "label": "Car",
            "x": 282.97286070204837,
            "y": 212.89261510945528,
            "width": 49.32642618329737,
            "height": 60.006852913570924
        },
        {
            "label": "Car",
            "x": 336.5321727777989,
            "y": 239.9067868286752,
            "width": 52.10335571457949,
            "height": 67.14670653745793
        },
        {
            "label": "Car",
            "x": 362.0800335258583,
            "y": 175.11314080772024,
            "width": 37.9945469868137,
            "height": 47.307584794135835
        },
        {
            "label": "Car",
            "x": 375.4108221197047,
            "y": 153.34394587634165,
            "width": 32.550587254652555,
            "height": 42.95795073441832
        },
        {
            "label": "Car",
            "x": 393.9059144078371,
            "y": 111.86497050913249,
            "width": 28.995637589451007,
            "height": 37.74817029858775
        },
        {
            "label": "Car",
            "x": 356.1246224660059,
            "y": 85.73196979881641,
            "width": 25.218708058168886,
            "height": 30.538389862757242
        },
        {
            "label": "Car",
            "x": 355.6850251443937,
            "y": 125.45226255104237,
            "width": 34.77256712073313,
            "height": 45.097804358305325
        },
        {
            "label": "Car",
            "x": 349.5278103672499,
            "y": 203.2774455211836,
            "width": 43.32751678593468,
            "height": 50.65721885385335
        },
        {
            "label": "Car",
            "x": 423.0158137382401,
            "y": 99.9070197747142,
            "width": 26.218708058168886,
            "height": 30.608316674700745
        },
        {
            "label": "Car",
            "x": 405.3466023320865,
            "y": 80.30555601358441,
            "width": 22.996728192088312,
            "height": 28.398536238870236
        },
        {
            "label": "Car",
            "x": 323.41136742102333,
            "y": 161.44517669143244,
            "width": 32.99563758945101,
            "height": 38.027877546361765
        },
        {
            "label": "Car",
            "x": 422.5185402448333,
            "y": 122.26716615082717,
            "width": 27.773657723370434,
            "height": 35.67824348664425
        },
        {
            "label": "Car",
            "x": 367.238884206958,
            "y": 110.75299443160726,
            "width": 25.662667790330033,
            "height": 34.538389862757214
        },
        {
            "label": "Car",
            "x": 383.2911073655664,
            "y": 82.34394587634164,
            "width": 31.439597321612155,
            "height": 41.88802392247479
        },
        {
            "label": "Car",
            "x": 382.6306207805108,
            "y": 132.99431181662408,
            "width": 29.773657723370434,
            "height": 35.818097110531255
        },
        {
            "label": "Car",
            "x": 418.7285234819041,
            "y": 22.316068329979828,
            "width": 14.886828861685217,
            "height": 17.909048555265635
        },
        {
            "label": "Car",
            "x": 431.3955536827832,
            "y": 24.407019774714193,
            "width": 13.664848995604643,
            "height": 15.839121743322124
        },
        {
            "label": "Car",
            "x": 443.84223992153755,
            "y": 41.89308100153329,
            "width": 21.55276845992705,
            "height": 24.328609426926704
        },
        {
            "label": "Car",
            "x": 203.71010900505047,
            "y": 341.4728212917552,
            "width": 78.76602350490964,
            "height": 101.75502321215868
        },
        {
            "label": "Car",
            "x": 266.64261740952054,
            "y": 239.33662707069266,
            "width": 56.54731544674087,
            "height": 71.42641378523206
        },
        {
            "label": "Car",
            "x": 339.79874158402714,
            "y": 147.89627451227977,
            "width": 33.21761745553158,
            "height": 40.027877546361765
        }
    ],
    "height": 640,
    "key": "cam224_1-20211017-1400_002.jpg",
    "width": 640
}

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