Dataset Versions

Versions
2023-08-30 9:02pm
v2
·
2 years ago
2023-08-30 8:52pm
v1
·
2 years ago
v1

2023-08-30 8:52pm

Generated on Aug 30, 2023
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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

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Instance Segmentation for Person
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Attributes
Raw Data

Annotations

Group:
person

Classes

Layers

 
person
1

Tags

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  • DBI-track2-trainset-testset
  • main-person-detection
  • main-person-instance-segmenation

Attributes

32_167_23020_person.jpg

1280x780
1.00MP

Updated Aug 5, 55631

3:23PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 97%
Centered on 4%, 30%
Resize Stretch to 1280x780
Grayscale Applied
Flip Horizontal
90° Rotate Applied
Hue -18°
Brightness -10%
Noise 0.75%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
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    ],
    "destination": "db5694a75b7dbf20e06ebf8652776df3",
    "height": 780,
    "id": "xVZai7JzxLc3v5Aq0E9L",
    "label": [],
    "labels": [],
    "name": "32_167_23020_person.jpg",
    "numSteps": 9,
    "owner": "UqfZaBXoZFLpjv7kRqm3",
    "preprocessing": [
        "auto-orient",
        "crop:[97,0.04219,0.296285]",
        "resize:[\"Stretch to\",1280,780]",
        "grayscale",
        "flip:[\"horizontal\"]",
        "ninety:[-90]",
        "hue:[-18]",
        "brightness:[-10]",
        "noise:[0.75,452239]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 97%<br />Centered on 4%, 30%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x780"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "-18°"
        },
        {
            "name": "Brightness",
            "value": "-10%"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "xVZai7JzxLc3v5Aq0E9L",
    "split": "train",
    "split.9HwYksPppSU9IGUMabV1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[97,0.04219,0.296285]\",\n    \"resize:[\\\"Stretch to\\\",1280,780]\",\n    \"grayscale\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\",\n    \"hue:[-18]\",\n    \"brightness:[-10]\",\n    \"noise:[0.75,452239]\"\n]",
    "updated": 1693396337000,
    "updatedDate": "Aug 5, 55631",
    "updatedTime": "3:23PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "DBI-track2-trainset-testset",
        "main-person-detection",
        "main-person-instance-segmenation"
    ],
    "versions": [
        "9HwYksPppSU9IGUMabV1/1"
    ],
    "width": 1280
}

Annotation Data

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