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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

33_91_23001_person.jpg

1280x780

1.00MP

Updated Aug 5, 55631

3:53PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 81%
Centered on 12%, 83%

Resize

Stretch to 1280x780

Grayscale

Applied

90° Rotate

Applied

Hue

3°

Brightness

12%

Noise

2.75%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "9HwYksPppSU9IGUMabV1"
    ],
    "destination": "c251b5368b4e59005299fc8a0ed60712",
    "height": 780,
    "id": "HM5FRQ9bhbXiiBR9tGc6",
    "label": [],
    "labels": [],
    "name": "33_91_23001_person.jpg",
    "numSteps": 8,
    "owner": "UqfZaBXoZFLpjv7kRqm3",
    "preprocessing": [
        "auto-orient",
        "crop:[81,0.119254,0.829319]",
        "resize:[\"Stretch to\",1280,780]",
        "grayscale",
        "ninety:[0]",
        "hue:[3]",
        "brightness:[12]",
        "noise:[2.75,122537]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 81%<br />Centered on 12%, 83%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x780"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "3°"
        },
        {
            "name": "Brightness",
            "value": "12%"
        },
        {
            "name": "Noise",
            "value": "2.75%"
        }
    ],
    "source": "HM5FRQ9bhbXiiBR9tGc6",
    "split": "train",
    "split.9HwYksPppSU9IGUMabV1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[81,0.119254,0.829319]\",\n    \"resize:[\\\"Stretch to\\\",1280,780]\",\n    \"grayscale\",\n    \"ninety:[0]\",\n    \"hue:[3]\",\n    \"brightness:[12]\",\n    \"noise:[2.75,122537]\"\n]",
    "updated": 1693396338820,
    "updatedDate": "Aug 5, 55631",
    "updatedTime": "3:53PM",
    "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": 823.937008,
            "y": 409.773861,
            "width": 611.0236219999999,
            "height": 740.452278,
            "points": [
                [
                    971.833921,
                    780
                ],
                [
                    975.11811,
                    766.203619
                ],
                [
                    977.217848,
                    728.400711
                ],
                [
                    981.417323,
                    701.098611
                ],
                [
                    1005.564304,
                    694.798126
                ],
                [
                    1054.908136,
                    688.497641
                ],
                [
                    1096.902887,
                    677.996834
                ],
                [
                    1118.950131,
                    664.345784
                ],
                [
                    1124.199475,
                    647.544491
                ],
                [
                    1125.249344,
                    630.743199
                ],
                [
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                ],
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                ],
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                    1023.412073,
                    610.791664
                ],
                [
                    987.716535,
                    614.991987
                ],
                [
                    986.666667,
                    588.739968
                ],
                [
                    1006.614173,
                    576.138998
                ],
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                ],
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                ],
                [
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                [
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                    324.119612
                ],
                [
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                    278.966139
                ],
                [
                    1106.351706,
                    232.762585
                ],
                [
                    1089.553806,
                    192.859515
                ],
                [
                    1066.456693,
                    162.407173
                ],
                [
                    1024.461942,
                    125.654346
                ],
                [
                    981.417323,
                    92.051761
                ],
                [
                    937.322835,
                    59.499257
                ],
                [
                    892.178478,
                    39.547722
                ],
                [
                    852.283465,
                    39.547722
                ],
                [
                    790.341207,
                    45.848207
                ],
                [
                    733.648294,
                    57.399095
                ],
                [
                    702.152231,
                    66.849822
                ],
                [
                    624.461942,
                    110.953215
                ],
                [
                    575.11811,
                    154.006527
                ],
                [
                    534.173228,
                    228.562262
                ],
                [
                    518.425197,
                    285.266624
                ],
                [
                    518.425197,
                    343.021066
                ],
                [
                    531.023622,
                    393.424943
                ],
                [
                    562.519685,
                    453.279548
                ],
                [
                    633.910761,
                    523.63496
                ],
                [
                    671.706037,
                    557.237544
                ],
                [
                    707.401575,
                    579.289241
                ],
                [
                    728.39895,
                    601.340937
                ],
                [
                    732.598425,
                    616.042068
                ],
                [
                    723.149606,
                    607.641422
                ],
                [
                    694.80315,
                    604.491179
                ],
                [
                    657.007874,
                    620.242391
                ],
                [
                    648.608924,
                    635.993603
                ],
                [
                    643.35958,
                    664.345784
                ],
                [
                    661.207349,
                    680.096995
                ],
                [
                    704.251969,
                    673.796511
                ],
                [
                    731.548556,
                    667.496026
                ],
                [
                    732.598425,
                    676.946753
                ],
                [
                    736.7979,
                    748.352246
                ],
                [
                    737.588934,
                    780
                ],
                [
                    971.833921,
                    780
                ]
            ]
        }
    ],
    "height": 780,
    "key": "33_91_23001_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

33_91_23001_person.jpg

Updated Aug 5, 55631

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data