Dataset Versions

v2

2023-11-03 12:32am

Generated on Nov 2, 2023

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Dataset Split

Train Set 84%
654Images
Valid Set 9%
70Images
Test Set 6%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -25° and +25°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

Similar Projects

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VENTOUX
Annotate
RVV_frame19.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
cyclist-motorcyclist

CLASSES

LAYERS

 
Cyclist
21
 
Motor
1

Tags

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

Attributes

RVV_frame19.jpg

640x640
0.41MP

Updated Nov 2, 2023

11:32PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation
Brightness -17%
Blur 1.75px
Noise 5%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Motor": 271,
        "Cyclist": 11129
    },
    "datasets": [
        "3QBJ0Pp71l74bVIl4BS0"
    ],
    "destination": "d32978ae1666a69d8f9f5603fdc46438",
    "height": 640,
    "id": "PxcU8hsM0JXoPlG2rVCi",
    "label": [],
    "labels": [],
    "name": "RVV_frame19.jpg",
    "numSteps": 6,
    "owner": "2xPDJLpwZ2NWiNNadhdg4C6WTgW2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[1]",
        "brightness:[-17]",
        "blur:[1.75]",
        "noise:[5,354313]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "1°"
        },
        {
            "name": "Brightness",
            "value": "-17%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        },
        {
            "name": "Noise",
            "value": "5%"
        }
    ],
    "source": "PxcU8hsM0JXoPlG2rVCi",
    "split": "train",
    "split.3QBJ0Pp71l74bVIl4BS0.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[1]\",\n    \"brightness:[-17]\",\n    \"blur:[1.75]\",\n    \"noise:[5,354313]\"\n]",
    "updated": {
        "_seconds": 1698967963,
        "_nanoseconds": 396000000
    },
    "updatedDate": "Nov 2, 2023",
    "updatedTime": "11:32PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "3QBJ0Pp71l74bVIl4BS0/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Motor",
            "x": 53,
            "y": 380.5,
            "width": 22,
            "height": 24
        },
        {
            "label": "Cyclist",
            "x": 219.5,
            "y": 387.5,
            "width": 9,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 264.5,
            "y": 393,
            "width": 8,
            "height": 11
        },
        {
            "label": "Cyclist",
            "x": 235,
            "y": 389.5,
            "width": 10,
            "height": 15
        },
        {
            "label": "Cyclist",
            "x": 316.5,
            "y": 403.5,
            "width": 10,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 330,
            "y": 405.5,
            "width": 9,
            "height": 11
        },
        {
            "label": "Cyclist",
            "x": 345,
            "y": 405.5,
            "width": 8,
            "height": 10
        },
        {
            "label": "Cyclist",
            "x": 352,
            "y": 401,
            "width": 8,
            "height": 11
        },
        {
            "label": "Cyclist",
            "x": 345.5,
            "y": 414,
            "width": 9,
            "height": 14
        },
        {
            "label": "Cyclist",
            "x": 390,
            "y": 413,
            "width": 8,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 399.5,
            "y": 422.5,
            "width": 8,
            "height": 14
        },
        {
            "label": "Cyclist",
            "x": 417,
            "y": 426.5,
            "width": 10,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 511.5,
            "y": 460,
            "width": 9,
            "height": 10
        },
        {
            "label": "Cyclist",
            "x": 529.5,
            "y": 464,
            "width": 7,
            "height": 11
        },
        {
            "label": "Cyclist",
            "x": 543,
            "y": 468,
            "width": 10,
            "height": 11
        },
        {
            "label": "Cyclist",
            "x": 548.5,
            "y": 460,
            "width": 8,
            "height": 12
        },
        {
            "label": "Cyclist",
            "x": 537.5,
            "y": 476,
            "width": 9,
            "height": 15
        },
        {
            "label": "Cyclist",
            "x": 568,
            "y": 471,
            "width": 8,
            "height": 14
        },
        {
            "label": "Cyclist",
            "x": 588.5,
            "y": 477.5,
            "width": 8,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 595.5,
            "y": 487,
            "width": 9,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 616.5,
            "y": 484,
            "width": 9,
            "height": 13
        },
        {
            "label": "Cyclist",
            "x": 639,
            "y": 499,
            "width": 2,
            "height": 12
        }
    ],
    "height": 640,
    "key": "RVV_frame19.jpg",
    "width": 640
}

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