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2024-04-30 7:43pm
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v9

2024-01-01 12:24pm

Generated on Jan 1, 2024
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600 Total Images

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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
4
 
3
11

Unused Classes

5
7

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Attributes

IMG_0727_MOV-11.jpg

640x640
0.41MP

Updated May 11, 55970

10:28AM
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 4°
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": "fb55a21a82e4a5fa889e62d3a0713b2f",
    "height": 640,
    "id": "HnYFSUqz7EPs3ui7K8AR",
    "label": [],
    "labels": [],
    "name": "IMG_0727_MOV-11.jpg",
    "numSteps": 6,
    "owner": "k7iwdrux7dc7fPbBy6MQmjcTLe93",
    "preprocessing": [
        "crop:[[96,0.158803,0.279337],[98,0.147893,0.639387],[99,0.934143,0.391019],[98,0.85414,0.357953],[99,0.267822,0.592483],[96,0.722799,0.8586],[96,0.184407,0.968085],[98,0.376545,0.444458],[96,0.787658,0.107662],[96,0.770009,0.456328],[96,0.850832,0.054446],[99,0.972201,0.174944],[98,0.1542,0.452572],[95,0.100648,0.169499],[100,0.328087,0.480379]]",
        "resize:[\"Stretch to\",640,640]",
        "exposure:[[2],[0],[-1],[0],[2],[-1],[0],[-1],[-2],[1],[-1],[0],[-1],[1],[-1]]",
        "flip:[\"horizontal\"]",
        "rotate:[4]",
        "cutout:[{\"masks\":[[2,0.36037699823291525,0.8200646995737364],[2,0.43105803614889027,0.542218471630981],[2,0.2212674451066936,0.0388035455351996],[2,0.6238882164412245,0.2655709784669009],[2,0.2614800477083745,0.1027772553565156]]}]"
    ],
    "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": "4°"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "HnYFSUqz7EPs3ui7K8AR",
    "split": "train",
    "split.JSj1VRhMnG175Xu1G8Mc.9": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[[96,0.158803,0.279337],[98,0.147893,0.639387],[99,0.934143,0.391019],[98,0.85414,0.357953],[99,0.267822,0.592483],[96,0.722799,0.8586],[96,0.184407,0.968085],[98,0.376545,0.444458],[96,0.787658,0.107662],[96,0.770009,0.456328],[96,0.850832,0.054446],[99,0.972201,0.174944],[98,0.1542,0.452572],[95,0.100648,0.169499],[100,0.328087,0.480379]]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"exposure:[[2],[0],[-1],[0],[2],[-1],[0],[-1],[-2],[1],[-1],[0],[-1],[1],[-1]]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[4]\",\n    \"cutout:[{\\\"masks\\\":[[2,0.36037699823291525,0.8200646995737364],[2,0.43105803614889027,0.542218471630981],[2,0.2212674451066936,0.0388035455351996],[2,0.6238882164412245,0.2655709784669009],[2,0.2614800477083745,0.1027772553565156]]}]\"\n]",
    "updated": 1704086677721,
    "updatedDate": "May 11, 55970",
    "updatedTime": "10:28AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JSj1VRhMnG175Xu1G8Mc/9"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "2",
            "x": 141,
            "y": 133,
            "width": 125,
            "height": 72
        },
        {
            "label": "2",
            "x": 365.5,
            "y": 99.5,
            "width": 101,
            "height": 64
        },
        {
            "label": "2",
            "x": 250.5,
            "y": 39.5,
            "width": 67,
            "height": 41
        },
        {
            "label": "3",
            "x": 574.5,
            "y": 55.5,
            "width": 35,
            "height": 28
        },
        {
            "label": "3",
            "x": 529,
            "y": 35,
            "width": 31,
            "height": 29
        },
        {
            "label": "3",
            "x": 253.5,
            "y": 151,
            "width": 47,
            "height": 41
        },
        {
            "label": "3",
            "x": 184,
            "y": 61.5,
            "width": 28,
            "height": 24
        },
        {
            "label": "3",
            "x": 524.5,
            "y": 9,
            "width": 26,
            "height": 18
        },
        {
            "label": "3",
            "x": 606.5,
            "y": 12,
            "width": 26,
            "height": 24
        },
        {
            "label": "3",
            "x": 486.5,
            "y": 6.5,
            "width": 23,
            "height": 13
        },
        {
            "label": "3",
            "x": 467,
            "y": 1.5,
            "width": 20,
            "height": 3
        },
        {
            "label": "3",
            "x": 301.5,
            "y": 7.5,
            "width": 16,
            "height": 15
        },
        {
            "label": "3",
            "x": 244.5,
            "y": 12.5,
            "width": 17,
            "height": 17
        },
        {
            "label": "3",
            "x": 209.5,
            "y": 12.5,
            "width": 15,
            "height": 12
        },
        {
            "label": "2",
            "x": 115.5,
            "y": 28.5,
            "width": 61,
            "height": 34
        }
    ],
    "height": 640,
    "key": "IMG_0727_MOV-11.jpg",
    "width": 640
}

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