Dataset Versions

Try Pre-Trained Model

2023-10-16 12:48am

2023-10-16 12:15am

v2

2023-10-16 12:48am

Generated on Oct 15, 2023

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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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840 Total Images

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Dataset Split

Train Set 80%

674Images

Valid Set 13%

109Images

Test Set 7%

57Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

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Person detection

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10 / 12

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train

Labels

Attributes

Raw Data

Annotations

Group:

Person

CLASSES

LAYERS

1

Unused Classes

Tags

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Attributes

226.png

640x640

0.41MP

Updated Oct 15, 2023

7:19PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Annotation History

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Raw Data

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    "destination": "89853eca3266ec3ce5d39cbbf2e449d1",
    "height": 640,
    "id": "ybxl8YmG0L8ayKi31xxt",
    "label": [],
    "labels": [],
    "name": "226.png",
    "numSteps": 2,
    "owner": "nt1CgZ7WrXZpxqjBuoDltB6cHBp2",
    "preprocessing": [
        "auto-orient",
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    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "ybxl8YmG0L8ayKi31xxt",
    "split": "train",
    "split.F6LONWWPZZ1FcudphKCl.1": "valid",
    "split.F6LONWWPZZ1FcudphKCl.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1697397541,
        "_nanoseconds": 250000000
    },
    "updatedDate": "Oct 15, 2023",
    "updatedTime": "7:19PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "F6LONWWPZZ1FcudphKCl/1",
        "F6LONWWPZZ1FcudphKCl/2"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "label": "",
            "x": 140,
            "y": 365,
            "width": 130,
            "height": 470
        }
    ],
    "height": 640,
    "key": "226.jpg",
    "width": 640
}

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