PPE Detection Using CV

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-07-18 1:22pm

2023-07-12 2:48pm

2023-07-12 4:47pm

v3

2023-07-18 1:22pm

Generated on Jul 18, 2023

Download Dataset

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

Choose another format.

2046 Total Images

View All Images

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Dataset Split

Train Set 70%

1428Images

Valid Set 20%

403Images

Test Set 11%

215Images

Preprocessing

No preprocessing steps were applied.

Augmentations

No augmentations were applied.

Similar Projects

See More

PPE Detection Using CV

Annotate

7 / 12

Show/hide annotations(H)

train

Labels

Attributes

Raw Data

Annotations

Group:

Safety-Equipment

Classes

Layers

Person

1

helmet

1

no-vest

1

Unused Classes

goggles

no-goggles

no-helmet

vest

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

ppe_1137.jpg

419x600

0.25MP

Updated Nov 1, 55514

8:36PM

GMT+00:00

Generated by Roboflow

Training Set

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "UUPVsRcduo1RKJz5CkNy"
    ],
    "destination": "5241737942b6d970ef0d8651deeb70a6",
    "height": 600,
    "id": "ItQGarH5h9DskWLEVmSx",
    "label": [],
    "labels": [],
    "name": "ppe_1137.jpg",
    "numSteps": 0,
    "owner": "gcFCorauPjQuNuj3lkYCkecdv5I3",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "ItQGarH5h9DskWLEVmSx",
    "split": "train",
    "split.UUPVsRcduo1RKJz5CkNy.3": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": 1689711741387,
    "updatedDate": "Nov 1, 55514",
    "updatedTime": "8:36PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "UUPVsRcduo1RKJz5CkNy/3"
    ],
    "width": 419
}

Annotation Data

{
    "boxes": [
        {
            "label": "Person",
            "x": 181.71,
            "y": 423.36,
            "width": 334,
            "height": 353
        },
        {
            "label": "helmet",
            "x": 170.13,
            "y": 296.87,
            "width": 126,
            "height": 92
        },
        {
            "label": "no-vest",
            "x": 172.5,
            "y": 491,
            "width": 207,
            "height": 218
        }
    ],
    "height": 600,
    "key": "ppe_1137_jpg.rf.5df491ea43190369cf3ba7ccd21d94be.jpg",
    "width": 419
}

Annotation Editor

Delete

Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.

Undo

Redo

Simplify

Simple Complex

Delete

Finish (Enter)

270%

Reset