Dataset Versions

v11

2023-12-20 10:09am

Generated on Dec 20, 2023

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Dataset Split

Train Set 87%
1380Images
Valid Set 6%
101Images
Test Set 6%
99Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 1.75px
Noise: Up to 5% of pixels

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VENTOUX
Annotate
frame118.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
cyclist-motorcyclist

CLASSES

LAYERS

 
Cyclist
6
 
Motor
1

Tags

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

Attributes

frame118.jpg

640x640
0.41MP

Updated Dec 20, 2023

9:10AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Rotation
Brightness 14%
Blur 0.25px
Noise 1.75%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Motor": 566,
        "Cyclist": 19545
    },
    "datasets": [
        "3QBJ0Pp71l74bVIl4BS0"
    ],
    "destination": "2e908e3199070e0faebab52a8cdf3f39",
    "height": 640,
    "id": "81kfD48pq4kTIqV8VtVJ",
    "label": [],
    "labels": [],
    "name": "frame118.jpg",
    "numSteps": 7,
    "owner": "2xPDJLpwZ2NWiNNadhdg4C6WTgW2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[3]",
        "brightness:[14]",
        "blur:[0.25]",
        "noise:[1.75,350560]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "3°"
        },
        {
            "name": "Brightness",
            "value": "14%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "1.75%"
        }
    ],
    "source": "81kfD48pq4kTIqV8VtVJ",
    "split": "train",
    "split.3QBJ0Pp71l74bVIl4BS0.11": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[3]\",\n    \"brightness:[14]\",\n    \"blur:[0.25]\",\n    \"noise:[1.75,350560]\"\n]",
    "updated": {
        "_seconds": 1703063402,
        "_nanoseconds": 40000000
    },
    "updatedDate": "Dec 20, 2023",
    "updatedTime": "9:10AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "3QBJ0Pp71l74bVIl4BS0/11"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Cyclist",
            "x": 176.5,
            "y": 134.5,
            "width": 21,
            "height": 51
        },
        {
            "label": "Cyclist",
            "x": 182.5,
            "y": 183.5,
            "width": 21,
            "height": 49
        },
        {
            "label": "Cyclist",
            "x": 190,
            "y": 242,
            "width": 21,
            "height": 54
        },
        {
            "label": "Cyclist",
            "x": 205,
            "y": 293,
            "width": 21,
            "height": 54
        },
        {
            "label": "Cyclist",
            "x": 212.5,
            "y": 342,
            "width": 22,
            "height": 51
        },
        {
            "label": "Cyclist",
            "x": 231,
            "y": 410,
            "width": 23,
            "height": 55
        },
        {
            "label": "Motor",
            "x": 196,
            "y": 591,
            "width": 44,
            "height": 98
        }
    ],
    "height": 640,
    "key": "frame118_jpg.rf.44ad36aa7bf31b9cf9d37d74f7580a8f.jpg",
    "width": 640
}

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