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Solar-panel-detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-10-17 9:23pm

Generated on Oct 17, 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.

774 Total Images

View All Images

Dataset Split

Train Set 92%

714Images

Valid Set 4%

32Images

Test Set 4%

28Images

Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 800x800

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

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

Saturation: Between -20% and +20%

Similar Projects

Annotations

Group:

solar-panel

Screenshot-2024-10-08-112146.png

800x800

0.64MP

Updated Mar 5, 56766

8:38AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fit (black edges) in 800x800

Flip

Both

90° Rotate

Applied

Saturation

-15%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "KyEsncNcQI5Erzgn4M9b"
    ],
    "destination": "6a38b286feb8b923f06ff707308d12d4",
    "height": 800,
    "id": "1MFhzRyRk1ejlTrchcig",
    "label": [],
    "labels": [],
    "name": "Screenshot-2024-10-08-112146.png",
    "numSteps": 5,
    "owner": "3SiD345L7UXm0rmFetsanUtwT0B2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",800,800]",
        "flip:[\"both\"]",
        "ninety:[-90]",
        "saturation:[-15]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 800x800"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-15%"
        }
    ],
    "source": "1MFhzRyRk1ejlTrchcig",
    "split": "train",
    "split.KyEsncNcQI5Erzgn4M9b.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",800,800]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[-90]\",\n    \"saturation:[-15]\"\n]",
    "updated": 1729200213525,
    "updatedDate": "Mar 5, 56766",
    "updatedTime": "8:38AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KyEsncNcQI5Erzgn4M9b/5"
    ],
    "width": 800
}

Annotation Data

{
    "boxes": [],
    "height": 800,
    "key": "Screenshot 2024-10-08 112146.png",
    "width": 800
}

Solar-panel-detection

Dataset Versions

2024-10-17 9:23pm

Popular Download Formats

774 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

Screenshot-2024-10-08-112146.png

Updated Mar 5, 56766

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data