Dataset Versions

v2

2024-06-19 7:26am

Generated on Jun 19, 2024

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Dataset Split

Train Set 92%
90Images
Valid Set 3%
3Images
Test Set 5%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -16° and +16°
Saturation: Between -28% and +28%
Exposure: Between -10% and +10%
Noise: Up to 0.5% of pixels

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Diffusor-Detection
Annotate
Screenshot-2024-06-13-at-10-18-35-PM.png
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Labels
Attributes
Raw Data

Annotations

Group: Diffusors
 
Diffusors
3

Unused Classes

Damper
Diffuser
Exhaust_Grill
Fire_Damper
RCP1
Return_Grill
Round_Diffuser
Slot_Diffuser
Thermostat
VAV

Attributes

Screenshot-2024-06-13-at-10-18-35-PM.png

640x640
0.41MP

Updated Jun 19, 2024

7:26AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied
Rotation 13°
Saturation 0%
Exposure -7%
Noise 0.04%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Diffusors": 671
    },
    "datasets": [
        "LYULhgWNGE1eDh2lDeIL"
    ],
    "destination": "f7819c96371518673bcc7fb5f26e6dce",
    "height": 640,
    "id": "M2xwiTnGIuVGZbxWzsjZ",
    "label": [],
    "labels": [],
    "name": "Screenshot-2024-06-13-at-10-18-35-PM.png",
    "numSteps": 7,
    "owner": "oifbFU8GQQfksnpfjK8onK3pfs02",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[180]",
        "rotate:[13]",
        "saturation:[0]",
        "exposure:[-7]",
        "noise:[0.04,899224]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Saturation",
            "value": "0%"
        },
        {
            "name": "Exposure",
            "value": "-7%"
        },
        {
            "name": "Noise",
            "value": "0.04%"
        }
    ],
    "source": "M2xwiTnGIuVGZbxWzsjZ",
    "split": "train",
    "split.LYULhgWNGE1eDh2lDeIL.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[180]\",\n    \"rotate:[13]\",\n    \"saturation:[0]\",\n    \"exposure:[-7]\",\n    \"noise:[0.04,899224]\"\n]",
    "updated": {
        "_seconds": 1718781996,
        "_nanoseconds": 352000000
    },
    "updatedDate": "Jun 19, 2024",
    "updatedTime": "7:26AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "LYULhgWNGE1eDh2lDeIL/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Diffusors",
            "x": 162.5,
            "y": 404,
            "width": 29,
            "height": 36
        },
        {
            "label": "Diffusors",
            "x": 327,
            "y": 317,
            "width": 33,
            "height": 37
        },
        {
            "label": "Diffusors",
            "x": 277.5,
            "y": 108,
            "width": 30,
            "height": 38
        }
    ],
    "height": 640,
    "key": "Screenshot 2024-06-13 at 10.18.35 PM.png",
    "width": 640
}

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