Edit Project

CustomObjectDetection_Data

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-08-08 6:38am

Generated on Aug 8, 2024

Download Dataset

Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Other Formats

Choose another format.

176 Total Images

View All Images

Dataset Split

Train Set 89%

156Images

Valid Set 7%

13Images

Test Set 4%

7Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Crop: 0% Minimum Zoom, 15% Maximum Zoom

Rotation: Between -10° and +10°

Shear: ±10° Horizontal, ±10° Vertical

Brightness: Between -20% and +20%

Exposure: Between -13% and +13%

Blur: Up to 3.6px

Noise: Up to 1.89% of pixels

Similar Projects

Annotations

Group:

-basketball-player_A-player_B

CLASSES

LAYERS

Basketball

Team_A

Team_B

Screenshot-2024-07-16-at-23-27-37.png

640x640

0.41MP

Updated Nov 1, 56572

10:46AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640
Grayscale	Applied

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Basketball": 71,
        "Team_A": 355,
        "Team_B": 355
    },
    "datasets": [
        "Q2wiAzjgn9DainQW9BYw"
    ],
    "destination": "b0840266375c38c872830235b65ddf21",
    "height": 640,
    "id": "xgoiilQppsdvqjVXfSst",
    "label": [],
    "labels": [],
    "name": "Screenshot-2024-07-16-at-23-27-37.png",
    "numSteps": 3,
    "owner": "T8Gq069O6PcPijwojEmJw93CjsX2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "grayscale"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        }
    ],
    "source": "xgoiilQppsdvqjVXfSst",
    "split": "train",
    "split.Q2wiAzjgn9DainQW9BYw.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\"\n]",
    "updated": 1723099085169,
    "updatedDate": "Nov 1, 56572",
    "updatedTime": "10:46AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Q2wiAzjgn9DainQW9BYw/4"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Team_A",
            "x": 176.2629695,
            "y": 105.625,
            "width": 59.86289499999998,
            "height": 56.25,
            "points": [
                [
                    192.226408,
                    81.25
                ],
                [
                    182.914402,
                    77.5
                ],
                [
                    168.28125,
                    77.5
                ],
                [
                    157.638957,
                    82.5
                ],
                [
                    148.992095,
                    91.875
                ],
                [
                    146.331522,
                    98.125
                ],
                [
                    146.331522,
                    111.875
                ],
                [
                    150.322381,
                    120.625
                ],
                [
                    160.299531,
                    130
                ],
                [
                    170.941823,
                    133.75
                ],
                [
                    182.249259,
                    133.125
                ],
                [
                    189.565835,
                    131.25
                ],
                [
                    199.542984,
                    123.125
                ],
                [
                    206.194417,
                    110.625
                ],
                [
                    206.194417,
                    100.625
                ],
                [
                    202.203557,
                    90.625
                ],
                [
                    192.226408,
                    81.25
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_B",
            "x": 128.372653,
            "y": 323.125,
            "width": 59.862896000000006,
            "height": 56.25,
            "points": [
                [
                    158.304101,
                    318.125
                ],
                [
                    156.973814,
                    316.875
                ],
                [
                    155.643528,
                    310.625
                ],
                [
                    145.666378,
                    300
                ],
                [
                    133.6938,
                    295
                ],
                [
                    123.051507,
                    295
                ],
                [
                    121.72122,
                    296.25
                ],
                [
                    116.400074,
                    296.25
                ],
                [
                    103.762352,
                    306.875
                ],
                [
                    99.771492,
                    313.125
                ],
                [
                    99.771492,
                    316.875
                ],
                [
                    98.441205,
                    318.125
                ],
                [
                    98.441205,
                    328.125
                ],
                [
                    99.771492,
                    329.375
                ],
                [
                    99.771492,
                    333.125
                ],
                [
                    102.432065,
                    338.125
                ],
                [
                    112.409215,
                    347.5
                ],
                [
                    121.72122,
                    351.25
                ],
                [
                    135.689229,
                    350.625
                ],
                [
                    144.336092,
                    347.5
                ],
                [
                    155.643528,
                    335.625
                ],
                [
                    156.973814,
                    333.125
                ],
                [
                    156.973814,
                    328.125
                ],
                [
                    158.304101,
                    326.875
                ],
                [
                    158.304101,
                    318.125
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_B",
            "x": 83.14291,
            "y": 376.25,
            "width": 59.862896000000006,
            "height": 57.5,
            "points": [
                [
                    110.413785,
                    363.125
                ],
                [
                    100.436635,
                    352.5
                ],
                [
                    96.445776,
                    350
                ],
                [
                    93.785203,
                    350
                ],
                [
                    88.464056,
                    347.5
                ],
                [
                    77.821764,
                    347.5
                ],
                [
                    76.491477,
                    348.75
                ],
                [
                    69.840045,
                    350
                ],
                [
                    58.532609,
                    359.375
                ],
                [
                    55.872035,
                    363.125
                ],
                [
                    55.872035,
                    365.625
                ],
                [
                    53.211462,
                    370.625
                ],
                [
                    53.211462,
                    380.625
                ],
                [
                    57.202322,
                    390.625
                ],
                [
                    67.179471,
                    400
                ],
                [
                    80.482337,
                    405
                ],
                [
                    87.798913,
                    404.375
                ],
                [
                    97.776062,
                    401.25
                ],
                [
                    109.083498,
                    390.625
                ],
                [
                    113.074358,
                    381.875
                ],
                [
                    113.074358,
                    370.625
                ],
                [
                    111.744071,
                    369.375
                ],
                [
                    110.413785,
                    363.125
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_A",
            "x": 266.7224555,
            "y": 278.75,
            "width": 59.86289500000001,
            "height": 57.5,
            "points": [
                [
                    296.653903,
                    280.625
                ],
                [
                    296.653903,
                    275.625
                ],
                [
                    295.323617,
                    274.375
                ],
                [
                    295.323617,
                    270.625
                ],
                [
                    292.663043,
                    264.375
                ],
                [
                    281.355608,
                    253.75
                ],
                [
                    270.713315,
                    250
                ],
                [
                    261.401309,
                    250
                ],
                [
                    260.071023,
                    251.25
                ],
                [
                    253.41959,
                    252.5
                ],
                [
                    238.121295,
                    266.875
                ],
                [
                    238.121295,
                    270.625
                ],
                [
                    236.791008,
                    271.875
                ],
                [
                    236.791008,
                    285.625
                ],
                [
                    239.451581,
                    291.875
                ],
                [
                    250.759017,
                    302.5
                ],
                [
                    257.41045,
                    306.25
                ],
                [
                    264.061882,
                    306.25
                ],
                [
                    265.392169,
                    307.5
                ],
                [
                    267.387599,
                    306.875
                ],
                [
                    272.043602,
                    306.25
                ],
                [
                    281.355608,
                    302.5
                ],
                [
                    292.663043,
                    291.875
                ],
                [
                    295.323617,
                    285.625
                ],
                [
                    295.323617,
                    281.875
                ],
                [
                    296.653903,
                    280.625
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Basketball",
            "x": 367.824234,
            "y": 61.875,
            "width": 33.25716399999999,
            "height": 31.25,
            "points": [
                [
                    379.796813,
                    52.5
                ],
                [
                    374.475667,
                    46.25
                ],
                [
                    363.833375,
                    46.25
                ],
                [
                    358.512228,
                    48.75
                ],
                [
                    353.856225,
                    53.125
                ],
                [
                    351.195652,
                    58.125
                ],
                [
                    351.195652,
                    63.125
                ],
                [
                    353.856225,
                    65.625
                ],
                [
                    353.856225,
                    68.125
                ],
                [
                    361.172801,
                    75
                ],
                [
                    366.493948,
                    77.5
                ],
                [
                    371.149951,
                    76.875
                ],
                [
                    374.475667,
                    75
                ],
                [
                    377.13624,
                    75
                ],
                [
                    380.461957,
                    71.875
                ],
                [
                    384.452816,
                    64.375
                ],
                [
                    384.452816,
                    55.625
                ],
                [
                    379.796813,
                    52.5
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_A",
            "x": 457.618577,
            "y": 50,
            "width": 55.87203599999998,
            "height": 57.5,
            "points": [
                [
                    482.894022,
                    44.375
                ],
                [
                    485.554595,
                    41.875
                ],
                [
                    485.554595,
                    35.625
                ],
                [
                    478.903162,
                    29.375
                ],
                [
                    478.903162,
                    28.125
                ],
                [
                    474.247159,
                    25
                ],
                [
                    467.595726,
                    22.5
                ],
                [
                    462.27458,
                    22.5
                ],
                [
                    460.944293,
                    21.25
                ],
                [
                    459.614007,
                    22.5
                ],
                [
                    447.641428,
                    23.75
                ],
                [
                    440.989995,
                    27.5
                ],
                [
                    436.333992,
                    31.875
                ],
                [
                    429.682559,
                    44.375
                ],
                [
                    429.682559,
                    55.625
                ],
                [
                    433.673419,
                    64.375
                ],
                [
                    444.980855,
                    75
                ],
                [
                    455.623147,
                    78.75
                ],
                [
                    464.27001,
                    78.125
                ],
                [
                    474.247159,
                    75
                ],
                [
                    482.894022,
                    66.875
                ],
                [
                    480.233449,
                    60.625
                ],
                [
                    480.233449,
                    53.125
                ],
                [
                    481.563735,
                    51.875
                ],
                [
                    482.894022,
                    44.375
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_B",
            "x": 510.8300395,
            "y": 56.875,
            "width": 58.532609000000036,
            "height": 56.25,
            "points": [
                [
                    540.096344,
                    61.875
                ],
                [
                    540.096344,
                    51.875
                ],
                [
                    538.766057,
                    50.625
                ],
                [
                    537.435771,
                    44.375
                ],
                [
                    534.775197,
                    40.625
                ],
                [
                    526.128335,
                    32.5
                ],
                [
                    515.486042,
                    28.75
                ],
                [
                    503.513463,
                    28.75
                ],
                [
                    494.201457,
                    32.5
                ],
                [
                    484.224308,
                    43.125
                ],
                [
                    481.563735,
                    49.375
                ],
                [
                    481.563735,
                    63.125
                ],
                [
                    485.554595,
                    73.125
                ],
                [
                    495.531744,
                    81.25
                ],
                [
                    506.174037,
                    85
                ],
                [
                    514.820899,
                    84.375
                ],
                [
                    519.476902,
                    83.75
                ],
                [
                    527.458622,
                    80
                ],
                [
                    534.775197,
                    73.125
                ],
                [
                    537.435771,
                    69.375
                ],
                [
                    537.435771,
                    66.875
                ],
                [
                    540.096344,
                    61.875
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_B",
            "x": 522.8026185,
            "y": 505,
            "width": 61.19318100000004,
            "height": 57.5,
            "points": [
                [
                    552.068923,
                    501.875
                ],
                [
                    552.068923,
                    498.125
                ],
                [
                    549.40835,
                    491.875
                ],
                [
                    540.761487,
                    482.5
                ],
                [
                    534.110054,
                    478.75
                ],
                [
                    520.807189,
                    476.25
                ],
                [
                    519.476902,
                    477.5
                ],
                [
                    515.486042,
                    477.5
                ],
                [
                    506.174037,
                    481.25
                ],
                [
                    497.527174,
                    489.375
                ],
                [
                    494.866601,
                    493.125
                ],
                [
                    494.866601,
                    495.625
                ],
                [
                    492.206028,
                    500.625
                ],
                [
                    492.206028,
                    510.625
                ],
                [
                    493.536314,
                    511.875
                ],
                [
                    494.866601,
                    518.125
                ],
                [
                    497.527174,
                    521.875
                ],
                [
                    508.83461,
                    531.25
                ],
                [
                    511.495183,
                    531.25
                ],
                [
                    516.816329,
                    533.75
                ],
                [
                    529.454051,
                    533.125
                ],
                [
                    538.100914,
                    530
                ],
                [
                    549.40835,
                    519.375
                ],
                [
                    549.40835,
                    516.875
                ],
                [
                    553.399209,
                    508.125
                ],
                [
                    553.399209,
                    503.125
                ],
                [
                    552.068923,
                    501.875
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_A",
            "x": 252.08930350000003,
            "y": 533.75,
            "width": 59.86289500000001,
            "height": 57.5,
            "points": [
                [
                    282.020751,
                    539.375
                ],
                [
                    282.020751,
                    526.875
                ],
                [
                    276.699605,
                    516.875
                ],
                [
                    269.383029,
                    510
                ],
                [
                    265.392169,
                    507.5
                ],
                [
                    262.731596,
                    507.5
                ],
                [
                    257.41045,
                    505
                ],
                [
                    248.098444,
                    505
                ],
                [
                    237.456151,
                    508.75
                ],
                [
                    228.809289,
                    515.625
                ],
                [
                    223.488142,
                    524.375
                ],
                [
                    223.488142,
                    528.125
                ],
                [
                    222.157856,
                    529.375
                ],
                [
                    222.157856,
                    538.125
                ],
                [
                    226.148715,
                    548.125
                ],
                [
                    236.125865,
                    557.5
                ],
                [
                    244.107584,
                    561.25
                ],
                [
                    250.759017,
                    561.25
                ],
                [
                    252.089303,
                    562.5
                ],
                [
                    254.084733,
                    561.875
                ],
                [
                    260.071023,
                    561.25
                ],
                [
                    266.722456,
                    558.75
                ],
                [
                    276.699605,
                    550.625
                ],
                [
                    280.690465,
                    544.375
                ],
                [
                    280.690465,
                    540.625
                ],
                [
                    282.020751,
                    539.375
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_A",
            "x": 453.40682649999997,
            "y": 373.3043175,
            "width": 59.86289500000004,
            "height": 57.499999,
            "points": [
                [
                    470.700552,
                    349.554318
                ],
                [
                    466.709692,
                    347.054317
                ],
                [
                    464.049119,
                    347.054317
                ],
                [
                    458.727973,
                    344.554318
                ],
                [
                    449.415967,
                    344.554318
                ],
                [
                    436.113101,
                    349.554318
                ],
                [
                    430.126812,
                    355.179318
                ],
                [
                    424.805665,
                    363.929317
                ],
                [
                    424.805665,
                    367.679318
                ],
                [
                    423.475379,
                    368.929317
                ],
                [
                    423.475379,
                    377.679318
                ],
                [
                    427.466238,
                    387.679318
                ],
                [
                    438.773674,
                    398.304318
                ],
                [
                    445.425107,
                    400.804317
                ],
                [
                    450.746253,
                    400.804317
                ],
                [
                    452.07654,
                    402.054317
                ],
                [
                    456.732543,
                    401.429318
                ],
                [
                    468.039978,
                    398.304318
                ],
                [
                    478.017128,
                    390.179318
                ],
                [
                    483.338274,
                    380.179318
                ],
                [
                    483.338274,
                    366.429318
                ],
                [
                    478.017128,
                    356.429318
                ],
                [
                    470.700552,
                    349.554318
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Team_B",
            "x": 491.54088450000006,
            "y": 358.75,
            "width": 59.86289500000004,
            "height": 57.5,
            "points": [
                [
                    521.472332,
                    356.875
                ],
                [
                    520.142046,
                    355.625
                ],
                [
                    520.142046,
                    351.875
                ],
                [
                    517.481472,
                    345.625
                ],
                [
                    508.83461,
                    336.25
                ],
                [
                    504.84375,
                    333.75
                ],
                [
                    502.183177,
                    333.75
                ],
                [
                    496.862031,
                    331.25
                ],
                [
                    487.550025,
                    330
                ],
                [
                    480.898592,
                    333.75
                ],
                [
                    475.577446,
                    335
                ],
                [
                    464.27001,
                    345.625
                ],
                [
                    462.939723,
                    348.125
                ],
                [
                    462.939723,
                    353.125
                ],
                [
                    461.609437,
                    354.375
                ],
                [
                    461.609437,
                    363.125
                ],
                [
                    462.939723,
                    364.375
                ],
                [
                    464.27001,
                    370.625
                ],
                [
                    474.247159,
                    381.25
                ],
                [
                    482.228878,
                    386.25
                ],
                [
                    487.550025,
                    386.25
                ],
                [
                    488.880311,
                    387.5
                ],
                [
                    494.866601,
                    386.875
                ],
                [
                    506.174037,
                    383.75
                ],
                [
                    517.481472,
                    373.125
                ],
                [
                    520.142046,
                    366.875
                ],
                [
                    520.142046,
                    363.125
                ],
                [
                    521.472332,
                    361.875
                ],
                [
                    521.472332,
                    356.875
                ]
            ]
        }
    ],
    "height": 640,
    "key": "Screenshot 2024-07-16 at 23-27-37.png",
    "width": 640
}

CustomObjectDetection_Data

Dataset Versions

2024-08-08 6:38am

Popular Download Formats

176 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

Screenshot-2024-07-16-at-23-27-37.png

Updated Nov 1, 56572

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data