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Detection Safety helmet

Object Detection

Dataset Versions

Try Pre-Trained Model

v19

SafetyHelm_T90_512

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.

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2141 Total Images

View All Images

Dataset Split

Train Set 88%

1891Images

Valid Set 9%

200Images

Test Set 2%

50Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise

Similar Projects

Annotations

Group:

helmet-head

T002346.jpg

512x512

0.26MP

Updated Feb 14, 56479

2:38AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 512x512

Flip

Horizontal

90° Rotate

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "CWXNaF7dCdp7j1KjZzRW"
    ],
    "destination": "f4497c9081e7704f345eabbd283d29b9",
    "height": 512,
    "id": "h3f2l3X0QvJWzxvK7CFR",
    "label": [],
    "labels": [],
    "name": "T002346.jpg",
    "numSteps": 4,
    "owner": "NjO0DiwPyNST0Q8E5N0gF9LaaOz2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",512,512]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 512x512"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "h3f2l3X0QvJWzxvK7CFR",
    "split": "train",
    "split.CWXNaF7dCdp7j1KjZzRW.19": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",512,512]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\"\n]",
    "updated": 1720141756706,
    "updatedDate": "Feb 14, 56479",
    "updatedTime": "2:38AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "CWXNaF7dCdp7j1KjZzRW/19"
    ],
    "width": 512
}

Annotation Data

{
    "boxes": [
        {
            "label": "helmet",
            "x": 385.5,
            "y": 66,
            "width": 94,
            "height": 68
        },
        {
            "label": "helmet",
            "x": 390.5,
            "y": 306.5,
            "width": 8,
            "height": 10
        },
        {
            "label": "head",
            "x": 455.5,
            "y": 162,
            "width": 68,
            "height": 36
        },
        {
            "label": "head",
            "x": 381,
            "y": 353,
            "width": 82,
            "height": 58
        },
        {
            "label": "head",
            "x": 402,
            "y": 173,
            "width": 46,
            "height": 16
        },
        {
            "label": "head",
            "x": 449,
            "y": 55.5,
            "width": 16,
            "height": 14
        },
        {
            "label": "head",
            "x": 386.5,
            "y": 273,
            "width": 7,
            "height": 5
        }
    ],
    "height": 512,
    "key": "T002346.jpg",
    "width": 512
}

Detection Safety helmet

Dataset Versions

SafetyHelm_T90_512

Popular Download Formats

2141 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

T002346.jpg

Updated Feb 14, 56479

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data