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basketball basic entities

Object Detection

Dataset Versions

Try Pre-Trained Model

v12

2023-01-24 10:11am

Generated on Jan 24, 2023

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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.

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1249 Total Images

View All Images

Dataset Split

Train Set 83%

1037Images

Valid Set 11%

134Images

Test Set 6%

78Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x360

Modify Classes: 6 remapped, 12 dropped

Filter Null: Require at least 97% of images to contain annotations.

Augmentations

Outputs per training example: 2

Rotation: Between -15° and +15°

Blur: Up to 3px

Noise: Up to 1% of pixels

Bounding Box: Rotation: Between -15° and +15°

Bounding Box: Blur: Up to 5px

Similar Projects

Annotations

Group:

i-label-shots

basketball00014.png

640x360

0.23MP

Updated Apr 24, 55034

12:18AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x360

Modify Classes

Applied

Rotation

Applied Per Bounding Box

Blur

Applied Per Bounding Box

Rotation

9°

Blur

2px

Noise

0.25%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YsckspgWGS2rSe4k9mPy"
    ],
    "destination": "c3a54f079918d81b7845a6708add01a6",
    "height": 360,
    "id": "9IpT83FlLOPeLMPP2Xa7",
    "label": [],
    "labels": [],
    "name": "basketball00014.png",
    "numSteps": 8,
    "owner": "SLUfcLdAWnVNtmQjwsfWBReoH3r2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,360]",
        "remap:[\"8a7fa8011d231c85927b7b2409c9925a\"]",
        "rotate:[[14],[-1],[-11]]",
        "blur:[[4.75],[3.5],[3.25]]",
        "rotate:[9]",
        "blur:[2]",
        "noise:[0.25,236990]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x360"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "9°"
        },
        {
            "name": "Blur",
            "value": "2px"
        },
        {
            "name": "Noise",
            "value": "0.25%"
        }
    ],
    "source": "9IpT83FlLOPeLMPP2Xa7",
    "split": "train",
    "split.YsckspgWGS2rSe4k9mPy.12": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,360]\",\n    \"remap:[\\\"8a7fa8011d231c85927b7b2409c9925a\\\"]\",\n    \"rotate:[[14],[-1],[-11]]\",\n    \"blur:[[4.75],[3.5],[3.25]]\",\n    \"rotate:[9]\",\n    \"blur:[2]\",\n    \"noise:[0.25,236990]\"\n]",
    "updated": 1674547863528,
    "updatedDate": "Apr 24, 55034",
    "updatedTime": "12:18AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "YsckspgWGS2rSe4k9mPy/12"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "score",
            "x": 317.5,
            "y": 94.5,
            "width": 38,
            "height": 35
        }
    ],
    "height": 360,
    "key": "basketball00014.png",
    "width": 640
}

basketball basic entities

Dataset Versions

2023-01-24 10:11am

Popular Download Formats

1249 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

basketball00014.png

Updated Apr 24, 55034

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data