Dataset Versions

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2023-11-16 7:52am

2023-11-15 12:04pm

2023-11-03 11:49am

2023-10-28 3:27pm

2023-10-28 2:26pm

2023-10-26 4:44pm

2023-10-25 3:34pm

2023-10-25 2:56pm

v8

2023-11-16 7:52am

Generated on Nov 16, 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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551 Total Images

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Dataset Split

Train Set 70%

388Images

Valid Set 20%

109Images

Test Set 10%

54Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

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human activity

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train

Labels

Attributes

Raw Data

Annotations

Group:

fall-sitting-walking-standing-seizure-using-phone

CLASSES

LAYERS

sit

2

stand

1

walk

2

Unused Classes

bending

fall

seizure

sleep

Tags

No Tags Applied

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Attributes

1_mp4-178.jpg

640x640

0.41MP

Updated Nov 16, 2023

2:22AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "using-phone": 20,
        "eating": 28,
        "bending": 384,
        "sleep": 159,
        "seizure": 238,
        "fall": 180,
        "stand": 976,
        "walk": 479,
        "sit": 961
    },
    "datasets": [
        "PohHznyRQCxYQCpSSOBX"
    ],
    "destination": "ae306e19dc91c12f700bfc3e3b7dbb95",
    "height": 640,
    "id": "0gLxpid4IEtlfF3hngKT",
    "label": [],
    "labels": [],
    "name": "1_mp4-178.jpg",
    "numSteps": 2,
    "owner": "12Mq2WUhg3p7ieY9bnJR",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "0gLxpid4IEtlfF3hngKT",
    "split": "train",
    "split.PohHznyRQCxYQCpSSOBX.1": "train",
    "split.PohHznyRQCxYQCpSSOBX.2": "train",
    "split.PohHznyRQCxYQCpSSOBX.3": "train",
    "split.PohHznyRQCxYQCpSSOBX.4": "train",
    "split.PohHznyRQCxYQCpSSOBX.5": "train",
    "split.PohHznyRQCxYQCpSSOBX.6": "train",
    "split.PohHznyRQCxYQCpSSOBX.7": "train",
    "split.PohHznyRQCxYQCpSSOBX.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1700101346,
        "_nanoseconds": 94000000
    },
    "updatedDate": "Nov 16, 2023",
    "updatedTime": "2:22AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "PohHznyRQCxYQCpSSOBX/1",
        "PohHznyRQCxYQCpSSOBX/2",
        "PohHznyRQCxYQCpSSOBX/3",
        "PohHznyRQCxYQCpSSOBX/4",
        "PohHznyRQCxYQCpSSOBX/5",
        "PohHznyRQCxYQCpSSOBX/6",
        "PohHznyRQCxYQCpSSOBX/7",
        "PohHznyRQCxYQCpSSOBX/8"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "label": "walk",
            "x": 588.5,
            "y": 316,
            "width": 67,
            "height": 305
        },
        {
            "label": "stand",
            "x": 251,
            "y": 321,
            "width": 69,
            "height": 234.5
        },
        {
            "label": "sit",
            "x": 320,
            "y": 307.5,
            "width": 60.5,
            "height": 204
        },
        {
            "label": "walk",
            "x": 481,
            "y": 218,
            "width": 67,
            "height": 287.5
        },
        {
            "label": "sit",
            "x": 393.5,
            "y": 180,
            "width": 52,
            "height": 146.5
        }
    ],
    "height": 640,
    "key": "1_mp4-178.jpg",
    "width": 640
}

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