Dataset Versions

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Versions
2025-03-28 2:40pm
v23
·
2 hours ago
raw-images-scoreboardClassesOnly-noNulls
v22
·
2 years ago
raw-images-scoreboardClassesOnly-withNullImages
v21
·
2 years ago
resize640-aug10x-scoreboardClassesOnly
v20
·
2 years ago
YOLOv8n
v16
·
2 years ago
v3-resized640_allClasses-aug10x-FAST
v13
·
2 years ago
v3-resized640_allClasses-aug5x-FAST
v12
·
2 years ago
v2-resized640_allClasses-aug10x-FAST
v8
·
2 years ago
v1-resized640_allClasses-aug10x-FAST
v2
·
2 years ago
original_raw-images
v1
·
2 years ago
v13

v3-resized640_allClasses-aug10x-FAST

Generated on Dec 18, 2022
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1029 Total Images

View All Images
Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

Dataset Split

Train Set 95%
980Images
Valid Set 3%
28Images
Test Set 2%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Cutout: 5 boxes with 2% size each

Similar Projects

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Basketball Players
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: basketball-players
 
Ball
1
 
Hoop
1
 
Period
1
 
Player
10
 
Ref
2
 
Shot Clock
1
 
Team Name
2
 
Team Points
2
 
Time Remaining
1

Attributes

youtube-5.jpg

640x640
0.41MP

Updated Sep 13, 54934

1:15PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 85%
Centered on 5%, 13%
Resize Stretch to 640x640
Rotation -1°
Shear X: -2°
Y: -1°
Hue 15°
Saturation 5%
Brightness 12%
Exposure 4%
Blur 0.25px
Cutout Applied

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "NgNZpYMXyUe9NBx3ect2"
    ],
    "destination": "4ba568cb74d0ce5bf2861cbc7a5f0024",
    "height": 640,
    "id": "3AiQ410uvzul13uYPzVs",
    "label": [],
    "labels": [],
    "name": "youtube-5.jpg",
    "numSteps": 11,
    "owner": "zD7y6XOoQnh7WC160Ae7",
    "preprocessing": [
        "auto-orient",
        "crop:[85,0.047606,0.133358]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-1]",
        "shear:[-2,-1]",
        "hue:[15]",
        "saturation:[5]",
        "brightness:[12]",
        "exposure:[4]",
        "blur:[0.25]",
        "cutout:[{\"masks\":[[2,0.6882305107596096,0.7223346874309187],[2,0.6966961299178518,0.8510714561845467],[2,0.7366097975013626,0.25953771510926615],[2,0.6927014960528488,0.9588805466714332],[2,0.5328328368673931,0.3290938330497497]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 85%<br />Centered on 5%, 13%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-1°"
        },
        {
            "name": "Shear",
            "value": "X: -2°<br/>Y: -1°"
        },
        {
            "name": "Hue",
            "value": "15°"
        },
        {
            "name": "Saturation",
            "value": "5%"
        },
        {
            "name": "Brightness",
            "value": "12%"
        },
        {
            "name": "Exposure",
            "value": "4%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "3AiQ410uvzul13uYPzVs",
    "split": "train",
    "split.NgNZpYMXyUe9NBx3ect2.13": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[85,0.047606,0.133358]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-1]\",\n    \"shear:[-2,-1]\",\n    \"hue:[15]\",\n    \"saturation:[5]\",\n    \"brightness:[12]\",\n    \"exposure:[4]\",\n    \"blur:[0.25]\",\n    \"cutout:[{\\\"masks\\\":[[2,0.6882305107596096,0.7223346874309187],[2,0.6966961299178518,0.8510714561845467],[2,0.7366097975013626,0.25953771510926615],[2,0.6927014960528488,0.9588805466714332],[2,0.5328328368673931,0.3290938330497497]]}]\"\n]",
    "updated": 1671404505320,
    "updatedDate": "Sep 13, 54934",
    "updatedTime": "1:15PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "NgNZpYMXyUe9NBx3ect2/13"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Ref",
            "x": 217.1063389179086,
            "y": 505.20262395215696,
            "width": 38.861067956712304,
            "height": 74.22107753281625
        },
        {
            "label": "Hoop",
            "x": 473.09785555697533,
            "y": 117.73943975470169,
            "width": 30.58180267345415,
            "height": 50.174534894328644
        },
        {
            "label": "Ball",
            "x": 480.28950014004454,
            "y": 144.19580603111953,
            "width": 13.290901336727075,
            "height": 25.07563178754242
        },
        {
            "label": "Player",
            "x": 479.60844071293246,
            "y": 245.69289711621406,
            "width": 51.30393858687876,
            "height": 198.28507366073677
        },
        {
            "label": "Player",
            "x": 431.20699686824906,
            "y": 280.4721529471399,
            "width": 35.943220929337144,
            "height": 167.19780621357245
        },
        {
            "label": "Player",
            "x": 279.3989917504889,
            "y": 264.8564630784051,
            "width": 47.83849644811539,
            "height": 158.26762017130397
        },
        {
            "label": "Player",
            "x": 395.8534984341245,
            "y": 139.18741265014526,
            "width": 40.67559169954825,
            "height": 144.22689536262726
        },
        {
            "label": "Player",
            "x": 231.70152914068512,
            "y": 239.135718909331,
            "width": 64.8734046085226,
            "height": 161.3665232780902
        },
        {
            "label": "Ref",
            "x": 204.87677054106268,
            "y": 138.29861814403773,
            "width": 33.64068353914092,
            "height": 141.18617055395055
        },
        {
            "label": "Player",
            "x": 255.72956837684592,
            "y": 365.4873642491516,
            "width": 42.222486212595186,
            "height": 191.23271319243827
        },
        {
            "label": "Player",
            "x": 451.1077401145912,
            "y": 331.8528874360153,
            "width": 33.024673303620716,
            "height": 174.18035272413954
        },
        {
            "label": "Player",
            "x": 340.38083707194403,
            "y": 351.99575763012587,
            "width": 56.21085015912604,
            "height": 190.31416280979158
        },
        {
            "label": "Player",
            "x": 505.79903439848977,
            "y": 401.02999788150726,
            "width": 34.97812908974447,
            "height": 170.19198838376155
        },
        {
            "label": "Player",
            "x": 523.0892351368757,
            "y": 461.92527694491014,
            "width": 73.12939778484247,
            "height": 183.4130659165778
        },
        {
            "label": "Team Points",
            "x": 291.59982029283276,
            "y": 591.2633778014299,
            "width": 21.465442138763365,
            "height": 40.12217442603014
        },
        {
            "label": "Team Points",
            "x": 373.0881842393637,
            "y": 591.789224671837,
            "width": 17.418897924887006,
            "height": 36.09890310678611
        },
        {
            "label": "Team Name",
            "x": 233.75690701466544,
            "y": 578.1008119304652,
            "width": 65.24435712285072,
            "height": 21.378158937712215
        },
        {
            "label": "Team Name",
            "x": 414.73363490772726,
            "y": 579.0477847346824,
            "width": 24.19781290897447,
            "height": 17.139627915462825
        },
        {
            "label": "Time Remaining",
            "x": 333.19872674732,
            "y": 582.5219378642752,
            "width": 34.27926528325804,
            "height": 24.19780621357245
        },
        {
            "label": "Shot Clock",
            "x": 321.9543696244692,
            "y": 603.5859339921957,
            "width": 17.26762922978901,
            "height": 23.098903106786338
        },
        {
            "label": "Period",
            "x": 340.9543696244692,
            "y": 603.4753952257876,
            "width": 15.22108501591265,
            "height": 19.087267447164322
        }
    ],
    "height": 640,
    "key": "youtube-5.jpg",
    "width": 640
}

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