Dataset Versions

2022-07-20 2:53pm

Generated on Jul 20, 2022

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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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445 Total Images

View All Images

Dataset Split

Train Set 87%

387Images

Valid Set 8%

36Images

Test Set 5%

22Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Rotation: Between -15° and +15°

Grayscale: Apply to 37% of images

Noise: Up to 11% of pixels

Similar Projects

Annotations

Group: qesafdfsa

body

harness

Attributes

7.jpg

416x416

0.17MP

Updated Apr 28, 54519

9:47AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 416x416

90° Rotate

Applied

Rotation

5°

Grayscale

Applied

Noise

7.5%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YbeEoc4i38bxSlfIolUY"
    ],
    "destination": "c718c2623e6b2db0b48af71875f31c9c",
    "height": 416,
    "id": "697S39O7GIoNniM8wOeu",
    "label": [],
    "labels": [],
    "name": "7.jpg",
    "numSteps": 6,
    "owner": "p3WR4Y0wCdfJTMIuIVbbPKumwaH3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "ninety:[-90]",
        "rotate:[5]",
        "grayscale",
        "noise:[7.5,793530]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "5°"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Noise",
            "value": "7.5%"
        }
    ],
    "source": "697S39O7GIoNniM8wOeu",
    "split": "train",
    "split.YbeEoc4i38bxSlfIolUY.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"ninety:[-90]\",\n    \"rotate:[5]\",\n    \"grayscale\",\n    \"noise:[7.5,793530]\"\n]",
    "updated": 1658296403228,
    "updatedDate": "Apr 28, 54519",
    "updatedTime": "9:47AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "YbeEoc4i38bxSlfIolUY/3"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "harness",
            "x": 188.5,
            "y": 183.5,
            "width": 232,
            "height": 159
        },
        {
            "label": "body",
            "x": 186,
            "y": 183.5,
            "width": 255,
            "height": 175
        }
    ],
    "height": 416,
    "key": "7.jpg",
    "width": 416
}

safety harness

Dataset Versions

2022-07-20 2:53pm

Popular Download Formats

445 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Attributes

7.jpg

Updated Apr 28, 54519

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data