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Group 13 Helmet Detection and Classification

Object Detection

Dataset Versions

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Versions
Histogram-3
v14
·
a year ago
Histogram-2
v13
·
a year ago
Histogram-1
v10
·
a year ago
Raw Dataset 3
v9
·
a year ago
Raw Dataset 2-Histogram-
v8
·
a year ago
Raw Dataset
v7
·
a year ago
2023-12-09 4:25pm
v6
·
a year ago
2023-12-09 1:57pm
v5
·
a year ago
2023-12-09 12:06pm
v4
·
a year ago
Initial Model
v3
·
a year ago
v14

Histogram-3

Generated on Mar 15, 2024
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2241 Total Images

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Dataset Split

Train Set 88%
1962Images
Valid Set 8%
186Images
Test Set 4%
93Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels

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Group 13 Helmet Detection and Classification
Annotate
9 / 12
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
rider

Classes

Layers

 
full-faced
7
 
half-faced
1
 
rider
8

Unused Classes

invalid
no-helmet

Tags

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

Attributes

6-7-60-fps-_mp4-23.jpg

640x640
0.41MP

Updated Jun 3, 56173

2:09PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 93%
Centered on 47%, 26%
Resize Stretch to 640x640
Flip Horizontal
90° Rotate Applied
Rotation -13°
Blur 0.25px
Noise 0.05%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "full-faced": 3024,
        "half-faced": 357,
        "invalid": 178,
        "no-helmet": 322,
        "rider": 4569
    },
    "datasets": [
        "OzJCi5LQ5dpADvc0WPj9"
    ],
    "destination": "f535b8da13fd8ba505cbbdd1a004360a",
    "height": 640,
    "id": "RaZEaLdBfpzVTPjnrJ6X",
    "label": [],
    "labels": [],
    "name": "6-7-60-fps-_mp4-23.jpg",
    "numSteps": 8,
    "owner": "Yq1cxYTIdXWFsvtjwv7BvCb0q263",
    "preprocessing": [
        "auto-orient",
        "crop:[93,0.465154,0.258134]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]",
        "rotate:[-13]",
        "blur:[0.25]",
        "noise:[0.05,989181]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 93%<br />Centered on 47%, 26%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-13°"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.05%"
        }
    ],
    "source": "RaZEaLdBfpzVTPjnrJ6X",
    "split": "train",
    "split.OzJCi5LQ5dpADvc0WPj9.14": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[93,0.465154,0.258134]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[-13]\",\n    \"blur:[0.25]\",\n    \"noise:[0.05,989181]\"\n]",
    "updated": 1710494806147,
    "updatedDate": "Jun 3, 56173",
    "updatedTime": "2:09PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "OzJCi5LQ5dpADvc0WPj9/14"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "rider",
            "x": 238.5,
            "y": 217.5,
            "width": 92,
            "height": 45
        },
        {
            "label": "rider",
            "x": 286.5,
            "y": 199.5,
            "width": 60,
            "height": 27
        },
        {
            "label": "rider",
            "x": 294.5,
            "y": 179.5,
            "width": 63,
            "height": 31
        },
        {
            "label": "rider",
            "x": 346.5,
            "y": 210,
            "width": 24,
            "height": 17
        },
        {
            "label": "rider",
            "x": 347.5,
            "y": 192,
            "width": 13,
            "height": 14
        },
        {
            "label": "rider",
            "x": 341.5,
            "y": 182,
            "width": 38,
            "height": 20
        },
        {
            "label": "full-faced",
            "x": 363.5,
            "y": 217,
            "width": 20,
            "height": 17
        },
        {
            "label": "full-faced",
            "x": 291,
            "y": 229.5,
            "width": 33,
            "height": 20
        },
        {
            "label": "full-faced",
            "x": 328.5,
            "y": 207.5,
            "width": 24,
            "height": 17
        },
        {
            "label": "half-faced",
            "x": 333.5,
            "y": 195,
            "width": 29,
            "height": 20
        },
        {
            "label": "full-faced",
            "x": 359,
            "y": 196.5,
            "width": 20,
            "height": 14
        },
        {
            "label": "full-faced",
            "x": 367,
            "y": 188,
            "width": 17,
            "height": 10
        },
        {
            "label": "rider",
            "x": 300.5,
            "y": 392.5,
            "width": 46,
            "height": 24
        },
        {
            "label": "rider",
            "x": 309,
            "y": 382,
            "width": 40,
            "height": 22
        },
        {
            "label": "full-faced",
            "x": 326.5,
            "y": 397.5,
            "width": 15,
            "height": 11
        },
        {
            "label": "full-faced",
            "x": 332.5,
            "y": 391,
            "width": 18,
            "height": 13
        }
    ],
    "height": 640,
    "key": "6-7 (60 fps)_mp4-23.jpg",
    "width": 640
}

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