Dataset Versions

v2

2024-05-25 5:38pm

Generated on May 25, 2024

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Dataset Split

Train Set 99%
12156Images
Valid Set 1%
102Images
Test Set 0%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Noise: Up to 0.1% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px

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Machine Learning PROJECT
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
ball-ref-player-hoop-score

CLASSES

LAYERS

 
ball
1

Unused Classes

net
player
ref
score

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

fa8eea0b1f5756b6746dd7afdc7aecbd_jpeg.jpg

640x640
0.41MP

Updated Jul 9, 56368

4:55PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Applied Per Bounding Box
90° Rotate Applied Per Bounding Box
Rotation Applied Per Bounding Box
Brightness Applied Per Bounding Box
Blur Applied Per Bounding Box
Noise 0.04%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "ball": 4386,
        "net": 85,
        "player": 850,
        "ref": 216,
        "score": 101
    },
    "datasets": [
        "aHbNUuBc9S4hljMDCy9r"
    ],
    "destination": "26a52d5d0f618bd3097b31af8f41015c",
    "height": 640,
    "id": "YF1B1yEmjolR7jJ9qw0R",
    "label": [],
    "labels": [],
    "name": "fa8eea0b1f5756b6746dd7afdc7aecbd_jpeg.jpg",
    "numSteps": 8,
    "owner": "sOsKM8tmddNxpTNd6OfF4bimPEg1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[[\"horizontal\"]]",
        "ninety:[[-90]]",
        "rotate:[[-10]]",
        "brightness:[[-8]]",
        "blur:[[1.5]]",
        "noise:[0.04,670267]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "0.04%"
        }
    ],
    "source": "YF1B1yEmjolR7jJ9qw0R",
    "split": "train",
    "split.aHbNUuBc9S4hljMDCy9r.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[[\\\"horizontal\\\"]]\",\n    \"ninety:[[-90]]\",\n    \"rotate:[[-10]]\",\n    \"brightness:[[-8]]\",\n    \"blur:[[1.5]]\",\n    \"noise:[0.04,670267]\"\n]",
    "updated": 1716651507301,
    "updatedDate": "Jul 9, 56368",
    "updatedTime": "4:55PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "aHbNUuBc9S4hljMDCy9r/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "ball",
            "x": 147,
            "y": 269,
            "width": 98,
            "height": 68,
            "points": [
                [
                    187.605993,
                    303
                ],
                [
                    196,
                    255.395223
                ],
                [
                    196,
                    250.713137
                ],
                [
                    106.886371,
                    235
                ],
                [
                    106.684693,
                    235
                ],
                [
                    98,
                    284.253343
                ],
                [
                    98,
                    288.578568
                ],
                [
                    179.788003,
                    303
                ],
                [
                    187.605993,
                    303
                ]
            ]
        }
    ],
    "height": 640,
    "key": "fa8eea0b1f5756b6746dd7afdc7aecbd_jpeg_jpg.rf.779133035323eb82750556ae4d0604dd.jpg",
    "width": 640
}

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