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wind-turbine-faults-detection Computer Vision Project

Object Detection

Dataset Versions

2023-01-08 4:04pm

2 years ago

2023-01-08 4:04pm

Generated on Jan 8, 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.

Other Formats

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5288 Total Images

View All Images

Dataset Split

Train Set 90%

4776Images

Valid Set 10%

512Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

defect

DJI_0617_08_01_png.jpg

416x416

0.17MP

Updated Dec 22, 54991

5:00AM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "7qwF7Bsb0uqggC68QuZe"
    ],
    "destination": "36c17ed35fb355d8ab9d864c3fdbf2f0",
    "height": 416,
    "id": "V2AfmPvRj33NqN7ZteOl",
    "label": [],
    "labels": [],
    "name": "DJI_0617_08_01_png.jpg",
    "numSteps": 1,
    "owner": "MgkPk5RMyShIZ0vzUShMskayPpx1",
    "preprocessing": [
        "auto-orient"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        }
    ],
    "source": "V2AfmPvRj33NqN7ZteOl",
    "split": "train",
    "split.7qwF7Bsb0uqggC68QuZe.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\"\n]",
    "updated": 1673211877204,
    "updatedDate": "Dec 22, 54991",
    "updatedTime": "5:00AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "7qwF7Bsb0uqggC68QuZe/1"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "Damage",
            "x": 359,
            "y": 387,
            "width": 37,
            "height": 56
        },
        {
            "label": "Damage",
            "x": 320,
            "y": 347.5,
            "width": 27,
            "height": 47
        }
    ],
    "height": 416,
    "key": "DJI_0617_08_01_png_jpg.rf.75ec4a82cd85355432bf56b25a0c01d9.jpg",
    "width": 416
}

wind-turbine-faults-detection Computer Vision Project

Dataset Versions

2023-01-08 4:04pm

Popular Download Formats

5288 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

DJI_0617_08_01_png.jpg

Updated Dec 22, 54991

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data