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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_23065_person.jpg

1280x780

1.00MP

Updated Aug 5, 55631

3:56PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 89%
Centered on 94%, 31%

Resize

Stretch to 1280x780

Grayscale

Applied

90° Rotate

Applied

Hue

5°

Brightness

14%

Noise

1.25%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "9HwYksPppSU9IGUMabV1"
    ],
    "destination": "da7bb2d664eef0746d9b57357d4d1907",
    "height": 780,
    "id": "a76LSJDSLHWISVWFZEP4",
    "label": [],
    "labels": [],
    "name": "2_4_23065_person.jpg",
    "numSteps": 8,
    "owner": "UqfZaBXoZFLpjv7kRqm3",
    "preprocessing": [
        "auto-orient",
        "crop:[89,0.942033,0.307049]",
        "resize:[\"Stretch to\",1280,780]",
        "grayscale",
        "ninety:[180]",
        "hue:[5]",
        "brightness:[14]",
        "noise:[1.25,17440]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 89%<br />Centered on 94%, 31%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x780"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "5°"
        },
        {
            "name": "Brightness",
            "value": "14%"
        },
        {
            "name": "Noise",
            "value": "1.25%"
        }
    ],
    "source": "a76LSJDSLHWISVWFZEP4",
    "split": "train",
    "split.9HwYksPppSU9IGUMabV1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[89,0.942033,0.307049]\",\n    \"resize:[\\\"Stretch to\\\",1280,780]\",\n    \"grayscale\",\n    \"ninety:[180]\",\n    \"hue:[5]\",\n    \"brightness:[14]\",\n    \"noise:[1.25,17440]\"\n]",
    "updated": 1693396338963,
    "updatedDate": "Aug 5, 55631",
    "updatedTime": "3:56PM",
    "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": 576.7947845,
            "y": 391.43542049999996,
            "width": 671.8299730000001,
            "height": 643.840649,
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        }
    ],
    "height": 780,
    "key": "2_4_23065_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_23065_person.jpg

Updated Aug 5, 55631

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data