Edit Project

Instance Segmentation for Person

Instance Segmentation

Dataset Versions

2023-08-30 9:02pm

2 years ago

2023-08-30 8:52pm

2 years ago

2023-08-30 8:52pm

Generated on Aug 30, 2023

Download Dataset

1230 Total Images

View All Images

Dataset Split

Train Set 89%

1095Images

Valid Set 8%

95Images

Test Set 3%

40Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 1280x780

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

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

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Hue: Between -25° and +25°

Brightness: Between -15% and +15%

Noise: Up to 3% of pixels

Similar Projects

Annotations

Group:

person

2_4_23077_person.jpg

1280x780

1.00MP

Updated Aug 5, 55631

3:21PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 87%
Centered on 63%, 10%

Resize

Stretch to 1280x780

Grayscale

Applied

Flip

Horizontal

90° Rotate

Applied

Hue

-14°

Brightness

Noise

1.5%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "person": 505
    },
    "datasets": [
        "9HwYksPppSU9IGUMabV1"
    ],
    "destination": "0e51f7a8244a7c50fab34cbd17419801",
    "height": 780,
    "id": "dDqdRnn9QOHobPneoYHE",
    "label": [],
    "labels": [],
    "name": "2_4_23077_person.jpg",
    "numSteps": 9,
    "owner": "UqfZaBXoZFLpjv7kRqm3",
    "preprocessing": [
        "auto-orient",
        "crop:[87,0.626225,0.101007]",
        "resize:[\"Stretch to\",1280,780]",
        "grayscale",
        "flip:[\"horizontal\"]",
        "ninety:[0]",
        "hue:[-14]",
        "brightness:[7]",
        "noise:[1.5,735858]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 87%<br />Centered on 63%, 10%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x780"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "-14°"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Noise",
            "value": "1.5%"
        }
    ],
    "source": "dDqdRnn9QOHobPneoYHE",
    "split": "train",
    "split.9HwYksPppSU9IGUMabV1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[87,0.626225,0.101007]\",\n    \"resize:[\\\"Stretch to\\\",1280,780]\",\n    \"grayscale\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[0]\",\n    \"hue:[-14]\",\n    \"brightness:[7]\",\n    \"noise:[1.5,735858]\"\n]",
    "updated": 1693396336905,
    "updatedDate": "Aug 5, 55631",
    "updatedTime": "3:21PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "DBI-track2-trainset-testset",
        "main-person-detection",
        "main-person-instance-segmenation"
    ],
    "versions": [
        "9HwYksPppSU9IGUMabV1/1"
    ],
    "width": 1280
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "person",
            "x": 610.67656,
            "y": 400.173026,
            "width": 407.449366,
            "height": 676.107932,
            "points": [
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                ]
            ]
        }
    ],
    "height": 780,
    "key": "2_4_23077_person.jpg",
    "width": 1280
}

Instance Segmentation for Person

Dataset Versions

2023-08-30 8:52pm

1230 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

2_4_23077_person.jpg

Updated Aug 5, 55631

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data