Dataset Versions

v7

2023-04-21 11:18pm

Generated on Apr 21, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 78%
2317Images
Valid Set 12%
362Images
Test Set 9%
278Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.

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BFMC
Annotate
frame0-00-45-00.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Traffic-Signs-and-Pedestrians

CLASSES

LAYERS

 
car
1
 
crosswalk-sign
1
 
pedestrian
1
 
stop-line
1

Unused Classes

closed-road-stand
highway-entry-sign
highway-exit-sign
no-entry-road-sign
one-way-road-sign
parking-sign
parking-spot
priority-sign
round-about-sign
stop-sign
traffic-light

Tags

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

Attributes

frame0-00-45-00.jpg

640x640
0.41MP

Updated May 4, 2023

12:19PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "no-entry-road-sign": 75,
        "round-about-sign": 187,
        "highway-exit-sign": 417,
        "one-way-road-sign": 456,
        "r": 2,
        "closed-road-stand": 444,
        "parking-sign": 460,
        "pedestrian": 590,
        "parking-spot": 646,
        "traffic-light": 146,
        "highway-entry-sign": 213,
        "stop-sign": 234,
        "priority-sign": 190,
        "car": 1236,
        "crosswalk-sign": 414,
        "stop-line": 1904
    },
    "datasets": [
        "1NmOofbx5NIy8SfmtyTV"
    ],
    "destination": "d3653aa21defef0202e9d903d106be13",
    "height": 640,
    "id": "lZzDmldbbmdf7m6tCURH",
    "label": [],
    "labels": [],
    "name": "frame0-00-45-00.jpg",
    "numSteps": 2,
    "owner": "EDkhj14EHKQdGMvdxN5PId4WQqG2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "lZzDmldbbmdf7m6tCURH",
    "split": "train",
    "split.1NmOofbx5NIy8SfmtyTV.14": "train",
    "split.1NmOofbx5NIy8SfmtyTV.15": "train",
    "split.1NmOofbx5NIy8SfmtyTV.16": "train",
    "split.1NmOofbx5NIy8SfmtyTV.7": "train",
    "split.1NmOofbx5NIy8SfmtyTV.8": "train",
    "split.1NmOofbx5NIy8SfmtyTV.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1683202768,
        "_nanoseconds": 363000000
    },
    "updatedDate": "May 4, 2023",
    "updatedTime": "12:19PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "1NmOofbx5NIy8SfmtyTV/7",
        "1NmOofbx5NIy8SfmtyTV/8",
        "1NmOofbx5NIy8SfmtyTV/9",
        "1NmOofbx5NIy8SfmtyTV/14"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "pedestrian",
            "x": 68.5,
            "y": 186.5,
            "width": 42.5,
            "height": 70.5
        },
        {
            "label": "stop-line",
            "x": 318,
            "y": 238.5,
            "width": 180.5,
            "height": 28
        },
        {
            "label": "crosswalk-sign",
            "x": 448.5,
            "y": 121.5,
            "width": 31.5,
            "height": 40.5
        },
        {
            "label": "car",
            "x": 280,
            "y": 127.5,
            "width": 27.5,
            "height": 26
        }
    ],
    "height": 640,
    "key": "frame0-00-45-00.jpg",
    "width": 640
}

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