Humidifier Detection

Object Detection

Dataset Versions

2023-10-10 3:18pm

2023-10-10 3:17pm

2023-10-10 3:14pm

2023-10-09 6:48pm

2023-10-09 6:39pm

2023-10-09 6:37pm

2023-10-09 6:30pm

v1

2023-10-09 6:30pm

Generated on Oct 9, 2023

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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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402 Total Images

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Dataset Split

Train Set 80%

322Images

Valid Set 15%

60Images

Test Set 5%

20Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

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Humidifier Detection

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5 / 12

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test

Labels

Attributes

Raw Data

Annotations

Group:

humidifier

Classes

Layers

Unused Classes

humidifier

Tags

No Tags Applied

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Attributes

humidifier_137.jpg

640x640

0.41MP

Updated Oct 23, 55744

12:29AM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "8AVLOSfdGeCy0Do9FFas"
    ],
    "destination": "5667b9c7ec861ef68d9e69db41f1cbf1",
    "height": 640,
    "id": "1c8IG2VHE9zu41QoYFFW",
    "label": [],
    "labels": [],
    "name": "humidifier_137.jpg",
    "numSteps": 2,
    "owner": "xWzErVa2vJaONlEO9AAiG6XnK802",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "1c8IG2VHE9zu41QoYFFW",
    "split": "test",
    "split.8AVLOSfdGeCy0Do9FFas.1": "test",
    "split.8AVLOSfdGeCy0Do9FFas.4": "test",
    "split.8AVLOSfdGeCy0Do9FFas.5": "test",
    "split.8AVLOSfdGeCy0Do9FFas.6": "test",
    "split.8AVLOSfdGeCy0Do9FFas.7": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1696969096140,
    "updatedDate": "Oct 23, 55744",
    "updatedTime": "12:29AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "8AVLOSfdGeCy0Do9FFas/1",
        "8AVLOSfdGeCy0Do9FFas/4",
        "8AVLOSfdGeCy0Do9FFas/5",
        "8AVLOSfdGeCy0Do9FFas/6",
        "8AVLOSfdGeCy0Do9FFas/7"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [],
    "height": 640,
    "key": "humidifier_137.jpg",
    "width": 640
}

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