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Detection Safety helmet

Object Detection

Dataset Versions

Try Pre-Trained Model

v14

SafetyHelm_T80_640

Generated on Jul 5, 2024

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Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Other Formats

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1856 Total Images

View All Images

Dataset Split

Train Set 79%

1457Images

Valid Set 19%

349Images

Test Set 3%

50Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise

Similar Projects

Annotations

Group:

helmet-head

00000719.jpg

640x640

0.41MP

Updated Jan 21, 56479

12:16AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

90° Rotate

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "CWXNaF7dCdp7j1KjZzRW"
    ],
    "destination": "b2a68053d0806b821313058753cbfdfa",
    "height": 640,
    "id": "AvN762Lx9VfVL2zt2PPD",
    "label": [],
    "labels": [],
    "name": "00000719.jpg",
    "numSteps": 3,
    "owner": "NjO0DiwPyNST0Q8E5N0gF9LaaOz2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "AvN762Lx9VfVL2zt2PPD",
    "split": "train",
    "split.CWXNaF7dCdp7j1KjZzRW.11": "train",
    "split.CWXNaF7dCdp7j1KjZzRW.12": "train",
    "split.CWXNaF7dCdp7j1KjZzRW.14": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\"\n]",
    "updated": 1720139674583,
    "updatedDate": "Jan 21, 56479",
    "updatedTime": "12:16AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "CWXNaF7dCdp7j1KjZzRW/11",
        "CWXNaF7dCdp7j1KjZzRW/12",
        "CWXNaF7dCdp7j1KjZzRW/14"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "head",
            "x": 506,
            "y": 492.5,
            "width": 187,
            "height": 95
        },
        {
            "label": "head",
            "x": 509.5,
            "y": 387,
            "width": 190,
            "height": 111
        },
        {
            "label": "head",
            "x": 574,
            "y": 315,
            "width": 123,
            "height": 76
        },
        {
            "label": "head",
            "x": 539,
            "y": 207,
            "width": 152,
            "height": 74
        },
        {
            "label": "head",
            "x": 434,
            "y": 132,
            "width": 183,
            "height": 112
        },
        {
            "label": "head",
            "x": 370.5,
            "y": 212.5,
            "width": 194,
            "height": 102
        },
        {
            "label": "head",
            "x": 434,
            "y": 290,
            "width": 212,
            "height": 140
        }
    ],
    "height": 640,
    "key": "00000719.jpg",
    "width": 640
}

Detection Safety helmet

Dataset Versions

SafetyHelm_T80_640

Popular Download Formats

1856 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

00000719.jpg

Updated Jan 21, 56479

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data