Dataset Versions

2024-09-04 7:54pm

Generated on Sep 4, 2024

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

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TXT annotations and YAML config used with YOLOv9.

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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.

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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.

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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

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55 Total Images

View All Images

Dataset Split

Train Set 100%

55Images

Valid Set %

0Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Augmentations

No augmentations were applied.

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Annotations

Group:

Components

S1033-02-CUT_bottomleft.jpg

3704x2035

7.54MP

Updated Apr 10, 56648

9:56PM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Damper": 634,
        "Diffuser": 1295,
        "Exhaust_Grill": 69,
        "Fire_Damper": 8,
        "RCP1": 2,
        "Return_Grill": 451,
        "Round_Diffuser": 25,
        "Slot_Diffuser": 290,
        "Thermostat": 33,
        "VAV": 351
    },
    "datasets": [
        "koSXHptVjGtJcFYEzxC3"
    ],
    "destination": "7860594f673a0241b15e28bc5ac3b59d",
    "height": 2035,
    "id": "zjocWT0ogwd5b35qwlhP",
    "label": [],
    "labels": [],
    "name": "S1033-02-CUT_bottomleft.jpg",
    "numSteps": 1,
    "owner": "p0JsLlOR5lXhXU4EuZjbcfTdHMc2",
    "preprocessing": [
        "auto-orient"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        }
    ],
    "source": "zjocWT0ogwd5b35qwlhP",
    "split": "train",
    "split.koSXHptVjGtJcFYEzxC3.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\"\n]",
    "updated": 1725479704592,
    "updatedDate": "Apr 10, 56648",
    "updatedTime": "9:56PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "koSXHptVjGtJcFYEzxC3/5"
    ],
    "width": 3704
}

Annotation Data

{
    "boxes": [
        {
            "id": "1",
            "label": "Diffuser",
            "x": 3354.5,
            "y": 1417,
            "width": 87,
            "height": 80
        },
        {
            "id": "2",
            "label": "Diffuser",
            "x": 539.5,
            "y": 1414,
            "width": 77,
            "height": 92
        },
        {
            "id": "4",
            "label": "Diffuser",
            "x": 3464,
            "y": 736.5,
            "width": 82,
            "height": 73
        },
        {
            "id": "5",
            "label": "Diffuser",
            "x": 909.5,
            "y": 1422.5,
            "width": 73,
            "height": 87
        },
        {
            "id": "C",
            "label": "Damper",
            "x": 769.61,
            "y": 497.65,
            "width": 78.76999999999998,
            "height": 20.00999999999999
        },
        {
            "id": "6",
            "label": "Damper",
            "x": 772.63,
            "y": 461.49,
            "width": 85.25,
            "height": 26.99000000000001
        },
        {
            "id": "8",
            "label": "Diffuser",
            "x": 1286.5,
            "y": 1415.5,
            "width": 91,
            "height": 75
        },
        {
            "id": "9",
            "label": "Return_Grill",
            "x": 3445.65,
            "y": 548.33,
            "width": 84.02999999999975,
            "height": 84.67000000000002
        },
        {
            "id": "A",
            "label": "Diffuser",
            "x": 1667.5,
            "y": 1418.5,
            "width": 85,
            "height": 77
        },
        {
            "id": "B",
            "label": "Damper",
            "x": 2919,
            "y": 1492.5,
            "width": 86,
            "height": 21
        },
        {
            "id": "E",
            "label": "Damper",
            "x": 959.05,
            "y": 495.15,
            "width": 60.01999999999998,
            "height": 22.50999999999999
        },
        {
            "id": "D",
            "label": "Damper",
            "x": 959.67,
            "y": 455.14,
            "width": 68.76999999999998,
            "height": 25.00999999999999
        },
        {
            "id": "F",
            "label": "Slot_Diffuser",
            "x": 763.99,
            "y": 1064.08,
            "width": 197.55999999999995,
            "height": 55.01999999999998
        },
        {
            "id": "G",
            "label": "Slot_Diffuser",
            "x": 972.18,
            "y": 1064.71,
            "width": 211.31999999999994,
            "height": 58.76999999999998
        },
        {
            "id": "H",
            "label": "Slot_Diffuser",
            "x": 1432.95,
            "y": 719.6,
            "width": 82.5300000000002,
            "height": 186.30999999999995
        },
        {
            "id": "I",
            "label": "Return_Grill",
            "x": 1629.04,
            "y": 475.15,
            "width": 75.17999999999984,
            "height": 78.55999999999995
        },
        {
            "id": "J",
            "label": "Return_Grill",
            "x": 1632.42,
            "y": 954.53,
            "width": 75.17999999999984,
            "height": 76.01999999999998
        },
        {
            "id": "K",
            "label": "Slot_Diffuser",
            "x": 1873.59,
            "y": 1174.58,
            "width": 172.32000000000016,
            "height": 49.840000000000146
        },
        {
            "id": "L",
            "label": "Diffuser",
            "x": 1855,
            "y": 551.18,
            "width": 81.09000000000015,
            "height": 81.94000000000005
        },
        {
            "id": "M",
            "label": "Diffuser",
            "x": 1857.11,
            "y": 803.75,
            "width": 83.63000000000011,
            "height": 71.79999999999995
        },
        {
            "id": "N",
            "label": "Diffuser",
            "x": 2076.74,
            "y": 798.68,
            "width": 80.25,
            "height": 80.25
        },
        {
            "id": "O",
            "label": "Diffuser",
            "x": 2122.78,
            "y": 512.74,
            "width": 76.02000000000044,
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        },
        {
            "id": "P",
            "label": "Return_Grill",
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            "y": 1025.91,
            "width": 78.56000000000017,
            "height": 73.4899999999999
        },
        {
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        },
        {
            "id": "R",
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            "x": 2318.27,
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            "width": 79.3100000000004,
            "height": 77.42000000000007
        },
        {
            "id": "S",
            "label": "Return_Grill",
            "x": 2348.05,
            "y": 438.99,
            "width": 75.27999999999975,
            "height": 81.78999999999996
        },
        {
            "id": "T",
            "label": "Damper",
            "x": 2396.54,
            "y": 605.11,
            "width": 17.36999999999989,
            "height": 68.03999999999996
        },
        {
            "id": "U",
            "label": "Damper",
            "x": 2357.82,
            "y": 639.13,
            "width": 23.890000000000327,
            "height": 70.93000000000006
        },
        {
            "id": "V",
            "label": "Damper",
            "x": 2398.35,
            "y": 757.83,
            "width": 16.649999999999636,
            "height": 57.91000000000008
        },
        {
            "id": "W",
            "label": "Slot_Diffuser",
            "x": 2701.63,
            "y": 591.36,
            "width": 57.18000000000029,
            "height": 175.16000000000003
        },
        {
            "id": "X",
            "label": "Slot_Diffuser",
            "x": 2708.15,
            "y": 758.19,
            "width": 64.42000000000007,
            "height": 158.51999999999998
        },
        {
            "id": "Y",
            "label": "Damper",
            "x": 2074.24,
            "y": 416.61,
            "width": 52.98999999999978,
            "height": 16.889999999999986
        },
        {
            "id": "Z",
            "label": "Damper",
            "x": 2131.74,
            "y": 418.15,
            "width": 55.100000000000364,
            "height": 20.350000000000023
        },
        {
            "id": "a",
            "label": "Damper",
            "x": 1621.09,
            "y": 419.57,
            "width": 62.61000000000013,
            "height": 21.100000000000023
        },
        {
            "id": "b",
            "label": "Slot_Diffuser",
            "x": 3088.04,
            "y": 1002.12,
            "width": 91.88000000000011,
            "height": 42.88000000000011
        },
        {
            "id": "c",
            "label": "Damper",
            "x": 3636.23,
            "y": 725.14,
            "width": 27.220000000000255,
            "height": 64.65000000000009
        },
        {
            "id": "d",
            "label": "Damper",
            "x": 3678.77,
            "y": 728.88,
            "width": 25.18000000000029,
            "height": 63.97000000000003
        },
        {
            "id": "e",
            "label": "Damper",
            "x": 3642.36,
            "y": 786.39,
            "width": 24.5,
            "height": 57.84999999999991
        },
        {
            "id": "f",
            "label": "Damper",
            "x": 2966.08,
            "y": 293.58,
            "width": 74.25,
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        },
        {
            "id": "g",
            "label": "Damper",
            "x": 3085.78,
            "y": 296.61,
            "width": 72.72999999999956,
            "height": 31.059999999999945
        },
        {
            "id": "h",
            "label": "Diffuser",
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            "y": 550.41,
            "width": 75,
            "height": 91.67000000000002
        },
        {
            "id": "i",
            "label": "Diffuser",
            "x": 2040.2800000000002,
            "y": 1414.5,
            "width": 81.20000000000005,
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        },
        {
            "id": "j",
            "label": "Return_Grill",
            "x": 2038.6600000000003,
            "y": 1642.4,
            "width": 77.95000000000005,
            "height": 73.61999999999989
        },
        {
            "id": "k",
            "label": "Return_Grill",
            "x": 1663.51,
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            "height": 70.36999999999989
        },
        {
            "id": "l",
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        {
            "id": "m",
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        {
            "id": "n",
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        {
            "id": "o",
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        },
        {
            "id": "p",
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        {
            "id": "q",
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        {
            "id": "r",
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        {
            "id": "s",
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        {
            "id": "t",
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        {
            "id": "u",
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        {
            "id": "v",
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        {
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        },
        {
            "id": "y",
            "label": "Thermostat",
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            "y": 379.44,
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        },
        {
            "id": "z",
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        {
            "id": "11",
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        {
            "id": "12",
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        {
            "id": "13",
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        {
            "id": "14",
            "label": "Damper",
            "x": 1291.95,
            "y": 1491.45,
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        },
        {
            "id": "15",
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            "x": 1662.61,
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            "width": 59.63000000000011,
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        {
            "id": "16",
            "label": "Damper",
            "x": 1749.48,
            "y": 1510.59,
            "width": 19.88000000000011,
            "height": 60.36000000000013
        },
        {
            "id": "17",
            "label": "Damper",
            "x": 3647.81,
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        {
            "id": "18",
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        {
            "id": "19",
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            "height": 63.82999999999993
        }
    ],
    "height": 2035,
    "key": "S1033 02 CUT_bottomleft.jpg",
    "width": 3704
}

Component Detection