Dataset Versions

v3

2023-10-08 10:19pm

Generated on Oct 8, 2023

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Dataset Split

Train Set 87%
201Images
Valid Set 9%
20Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

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IR Fault Detection
Annotate
IR000040-145498-.png
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Labels
Attributes
Raw Data

Annotations

Group:
hot-spot

CLASSES

LAYERS

 
hot-spot
10

Tags

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Attributes

IR000040-145498-.png

640x640
0.41MP

Updated Oct 8, 2023

9:19AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Applied Per Bounding Box
Rotation Applied Per Bounding Box
Rotation

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "hot-spot": 373
    },
    "datasets": [
        "3fd568cJySoc6Y2IuDev"
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    "destination": "108d9effd340905baae8938c4d897be9",
    "height": 640,
    "id": "fo07vSomGLo2UhH3sbD4",
    "label": [],
    "labels": [],
    "name": "IR000040-145498-.png",
    "numSteps": 5,
    "owner": "8lUcjrF1Djc6qzWaZpTtsGqAhPj1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[[\"both\"],[\"vertical\"],[\"horizontal\"],[\"both\"],[\"both\"],[\"both\"],[],[\"horizontal\"],[\"horizontal\"],[\"both\"]]",
        "rotate:[[-13],[13],[-2],[-2],[-7],[-12],[9],[-11],[-9],[1]]",
        "rotate:[3]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "3°"
        }
    ],
    "source": "fo07vSomGLo2UhH3sbD4",
    "split": "train",
    "split.3fd568cJySoc6Y2IuDev.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[[\\\"both\\\"],[\\\"vertical\\\"],[\\\"horizontal\\\"],[\\\"both\\\"],[\\\"both\\\"],[\\\"both\\\"],[],[\\\"horizontal\\\"],[\\\"horizontal\\\"],[\\\"both\\\"]]\",\n    \"rotate:[[-13],[13],[-2],[-2],[-7],[-12],[9],[-11],[-9],[1]]\",\n    \"rotate:[3]\"\n]",
    "updated": {
        "_seconds": 1696756767,
        "_nanoseconds": 598000000
    },
    "updatedDate": "Oct 8, 2023",
    "updatedTime": "9:19AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "3fd568cJySoc6Y2IuDev/3"
    ],
    "width": 640
}
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}

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