Dataset Versions

2024-08-27 12:31pm

Generated on Aug 27, 2024

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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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33 Total Images

View All Images

Dataset Split

Train Set 100%

33Images

Valid Set %

0Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Components

Screenshot-2024-08-15-130931.png

640x640

0.41MP

Updated Jul 12, 56625

10:33PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Damper": 386,
        "Diffuser": 995,
        "Exhaust Diffuser": 64,
        "Fire Damper": 5,
        "RCP1": 2,
        "Return Diffuser": 290,
        "Round Diffuser": 25,
        "Slot Diffuser": 215,
        "Thermostat": 15,
        "VAV": 323
    },
    "datasets": [
        "koSXHptVjGtJcFYEzxC3"
    ],
    "destination": "eb4cb0e0fa024b5078796dc03d70b3c1",
    "height": 640,
    "id": "3zqQJajb4xQFkgQwDSYo",
    "label": [],
    "labels": [],
    "name": "Screenshot-2024-08-15-130931.png",
    "numSteps": 2,
    "owner": "p0JsLlOR5lXhXU4EuZjbcfTdHMc2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "3zqQJajb4xQFkgQwDSYo",
    "split": "train",
    "split.koSXHptVjGtJcFYEzxC3.1": "train",
    "split.koSXHptVjGtJcFYEzxC3.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1724761895606,
    "updatedDate": "Jul 12, 56625",
    "updatedTime": "10:33PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "koSXHptVjGtJcFYEzxC3/1",
        "koSXHptVjGtJcFYEzxC3/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Diffuser",
            "x": 57.5,
            "y": 313,
            "width": 8.5,
            "height": 17
        },
        {
            "label": "Diffuser",
            "x": 103,
            "y": 503,
            "width": 8.5,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 160,
            "y": 519.5,
            "width": 8.5,
            "height": 16
        },
        {
            "label": "Return Diffuser",
            "x": 31,
            "y": 559.5,
            "width": 8.5,
            "height": 16
        },
        {
            "label": "Diffuser",
            "x": 258.5,
            "y": 518.5,
            "width": 8.5,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 258.5,
            "y": 426,
            "width": 8.5,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 386.5,
            "y": 517.5,
            "width": 8.5,
            "height": 16
        },
        {
            "label": "Diffuser",
            "x": 392,
            "y": 426,
            "width": 8.5,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 491,
            "y": 516,
            "width": 9,
            "height": 16
        },
        {
            "label": "Diffuser",
            "x": 572,
            "y": 516,
            "width": 8.5,
            "height": 16
        },
        {
            "label": "Diffuser",
            "x": 512,
            "y": 426,
            "width": 8.5,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 605,
            "y": 180.5,
            "width": 9,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 605,
            "y": 104.5,
            "width": 9,
            "height": 15
        },
        {
            "label": "Diffuser",
            "x": 461.5,
            "y": 198,
            "width": 8.5,
            "height": 15
        },
        {
            "label": "Diffuser",
            "x": 391.5,
            "y": 321.5,
            "width": 8.5,
            "height": 15.5
        },
        {
            "label": "Diffuser",
            "x": 226.5,
            "y": 322,
            "width": 9,
            "height": 16.5
        },
        {
            "label": "Diffuser",
            "x": 41.5,
            "y": 186,
            "width": 9,
            "height": 16
        },
        {
            "label": "Diffuser",
            "x": 41.5,
            "y": 109.5,
            "width": 8.5,
            "height": 16.5
        },
        {
            "label": "Damper",
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            "width": 7,
            "height": 5
        },
        {
            "label": "Damper",
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            "width": 2.5,
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        },
        {
            "label": "Damper",
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            "width": 2,
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        },
        {
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            "width": 6.5,
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        },
        {
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
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        },
        {
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        },
        {
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        },
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        },
        {
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        },
        {
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
            "label": "Damper",
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        },
        {
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        },
        {
            "label": "Damper",
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        },
        {
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        },
        {
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        },
        {
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        {
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        {
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        {
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        },
        {
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        },
        {
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        },
        {
            "label": "Damper",
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            "width": 2,
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        },
        {
            "label": "VAV",
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        },
        {
            "label": "VAV",
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        },
        {
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        },
        {
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        },
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        },
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        {
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        },
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        {
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        },
        {
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        },
        {
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        },
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        {
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        {
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        {
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        {
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        {
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        {
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        },
        {
            "label": "Diffuser",
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        },
        {
            "label": "Return Diffuser",
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        },
        {
            "label": "Return Diffuser",
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        },
        {
            "label": "Return Diffuser",
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        {
            "label": "Return Diffuser",
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        }
    ],
    "height": 640,
    "key": "Screenshot 2024-08-15 130931.png",
    "width": 640
}

Component Detection