Dataset Versions

v9

2024-01-01 12:24pm

Generated on Jan 1, 2024

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Dataset Split

Train Set 89%
534Images
Valid Set 7%
43Images
Test Set 4%
23Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -7° and +7°
Cutout: 5 boxes with 2% size each
Bounding Box: Crop: 0% Minimum Zoom, 5% Maximum Zoom
Bounding Box: Exposure: Between -2% and +2%

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Annotations

Group:
bicycle-car-motorcycle-bus-truck

CLASSES

LAYERS

 
2
1
 
3
1
 
7
1

Unused Classes

5

Tags

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Attributes

IMG_6317_MOV-18.jpg

640x640
0.41MP

Updated May 11, 55970

10:35AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop Applied Per Bounding Box
Resize Stretch to 640x640
Exposure Applied Per Bounding Box
Flip Horizontal
Rotation -1°
Cutout Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "2": 898,
        "3": 1764,
        "5": 31,
        "7": 100
    },
    "datasets": [
        "JSj1VRhMnG175Xu1G8Mc"
    ],
    "destination": "674fce8dbb30450695911a62fc0ed2c6",
    "height": 640,
    "id": "Yx9ob5wRED1od5W6cOtp",
    "label": [],
    "labels": [],
    "name": "IMG_6317_MOV-18.jpg",
    "numSteps": 6,
    "owner": "k7iwdrux7dc7fPbBy6MQmjcTLe93",
    "preprocessing": [
        "crop:[[99,0.569298,0.290103],[98,0.152167,0.029303],[99,0.755669,0.829728]]",
        "resize:[\"Stretch to\",640,640]",
        "exposure:[[0],[0],[0]]",
        "flip:[\"horizontal\"]",
        "rotate:[-1]",
        "cutout:[{\"masks\":[[2,0.780513574780392,0.3721732999862075],[2,0.9720615597039566,0.8185076071356152],[2,0.7729709058509073,0.5467093734149702],[2,0.6085474294917104,0.7854255257066931],[2,0.9053809294114512,0.9184327311361478]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-1°"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "Yx9ob5wRED1od5W6cOtp",
    "split": "train",
    "split.JSj1VRhMnG175Xu1G8Mc.9": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[[99,0.569298,0.290103],[98,0.152167,0.029303],[99,0.755669,0.829728]]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"exposure:[[0],[0],[0]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-1]\",\n    \"cutout:[{\\\"masks\\\":[[2,0.780513574780392,0.3721732999862075],[2,0.9720615597039566,0.8185076071356152],[2,0.7729709058509073,0.5467093734149702],[2,0.6085474294917104,0.7854255257066931],[2,0.9053809294114512,0.9184327311361478]]}]\"\n]",
    "updated": 1704086678128,
    "updatedDate": "May 11, 55970",
    "updatedTime": "10:35AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JSj1VRhMnG175Xu1G8Mc/9"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "2",
            "x": 413.5,
            "y": 134.5,
            "width": 86,
            "height": 61
        },
        {
            "label": "3",
            "x": 527.5,
            "y": 284,
            "width": 50,
            "height": 56
        },
        {
            "label": "7",
            "x": 289,
            "y": 28,
            "width": 66,
            "height": 56
        }
    ],
    "height": 640,
    "key": "IMG_6317_MOV-18.jpg",
    "width": 640
}

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