Dataset Versions

2024-04-30 12:35am

Generated on Apr 29, 2024

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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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210 Total Images

View All Images

Dataset Split

Train Set 90%

189Images

Valid Set 5%

11Images

Test Set 5%

10Images

Preprocessing

Auto-Orient: Applied

Static Crop: 0-100% Horizontal Region, 23-91% Vertical Region

Augmentations

Outputs per training example: 3

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Brightness: Between -15% and +15%

Noise: Up to 3.03% of pixels

Similar Projects

Annotations

Group:

mask-face

WhatsApp-Image-2024-01-24-at-20-34-55.jpeg

717x870

0.62MP

Updated Jun 11, 56297

2:24AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Static Crop

X: 0% to 100%
Y: 23% to 91%

90° Rotate

Applied

Rotation

7°

Shear

X: -4°
Y: -7°

Brightness

-4%

Noise

0.23%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "tym8tRKSw95GI6rHt07B"
    ],
    "destination": "6f4ef0af73de856a702ce8115fee5cd3",
    "height": 870,
    "id": "d8fMRS86wZUd1vEa9nvC",
    "label": [],
    "labels": [],
    "name": "WhatsApp-Image-2024-01-24-at-20-34-55.jpeg",
    "numSteps": 7,
    "owner": "IGvBLfg6jjY841jByOHWkKl6rYx1",
    "preprocessing": [
        "auto-orient",
        "static-crop:[0,100,23,91]",
        "ninety:[0]",
        "rotate:[7]",
        "shear:[-4,-7]",
        "brightness:[-4]",
        "noise:[0.23,259621]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 0% to 100%<br/>Y: 23% to 91%"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "7°"
        },
        {
            "name": "Shear",
            "value": "X: -4°<br/>Y: -7°"
        },
        {
            "name": "Brightness",
            "value": "-4%"
        },
        {
            "name": "Noise",
            "value": "0.23%"
        }
    ],
    "source": "d8fMRS86wZUd1vEa9nvC",
    "split": "train",
    "split.tym8tRKSw95GI6rHt07B.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[0,100,23,91]\",\n    \"ninety:[0]\",\n    \"rotate:[7]\",\n    \"shear:[-4,-7]\",\n    \"brightness:[-4]\",\n    \"noise:[0.23,259621]\"\n]",
    "updated": 1714408511045,
    "updatedDate": "Jun 11, 56297",
    "updatedTime": "2:24AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "tym8tRKSw95GI6rHt07B/2"
    ],
    "width": 717
}

Annotation Data

{
    "boxes": [
        {
            "label": "Riza Hadi Saputra",
            "x": 322.680349301822,
            "y": 279.5739038425267,
            "width": 312.89114869182254,
            "height": 394.3870507795808
        },
        {
            "label": "mask_Kn 95",
            "x": 317.74892091295527,
            "y": 341.21651791400217,
            "width": 220.58522589604456,
            "height": 205.80132555391265
        }
    ],
    "height": 870,
    "key": "WhatsApp Image 2024-01-24 at 20-34-55.jpeg",
    "width": 717
}

face-mask detection