Dataset Versions

v2

SanaDet

Generated on Jan 17, 2024

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Dataset Split

Train Set 92%
1662Images
Valid Set 4%
70Images
Test Set 4%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 0.46% of pixels

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V8YOLO
Annotate
08_open_circuit_08.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
DEFECTSPCB6

CLASSES

LAYERS

 
open_circuit
5

Unused Classes

missing_hole
mouse_bite
short
spur
spurious_copper

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

08_open_circuit_08.jpg

640x640
0.41MP

Updated Jan 17, 2024

2:35PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Both
90° Rotate Applied
Noise 0.09%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "spurious_copper": 503,
        "open_circuit": 482,
        "short": 491,
        "mouse_bite": 492,
        "missing_hole": 497,
        "spur": 488
    },
    "datasets": [
        "k9Ylnsmv4iMncf3mAX7B"
    ],
    "destination": "0072f0af432e993df5f8b83782f4ffef",
    "height": 640,
    "id": "GTneQxLj6gampOZArY2C",
    "label": [],
    "labels": [],
    "name": "08_open_circuit_08.jpg",
    "numSteps": 5,
    "owner": "AR5hK0JCflPDXDxAy4Fiq4oTN892",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "ninety:[180]",
        "noise:[0.09,956148]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Noise",
            "value": "0.09%"
        }
    ],
    "source": "GTneQxLj6gampOZArY2C",
    "split": "train",
    "split.k9Ylnsmv4iMncf3mAX7B.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[180]\",\n    \"noise:[0.09,956148]\"\n]",
    "updated": {
        "_seconds": 1705502141,
        "_nanoseconds": 230000000
    },
    "updatedDate": "Jan 17, 2024",
    "updatedTime": "2:35PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "k9Ylnsmv4iMncf3mAX7B/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "open_circuit",
            "x": 364,
            "y": 207,
            "width": 12,
            "height": 14
        },
        {
            "label": "open_circuit",
            "x": 521.5,
            "y": 209.5,
            "width": 8,
            "height": 16
        },
        {
            "label": "open_circuit",
            "x": 562.5,
            "y": 304.5,
            "width": 8,
            "height": 16
        },
        {
            "label": "open_circuit",
            "x": 280,
            "y": 392,
            "width": 7,
            "height": 15
        },
        {
            "label": "open_circuit",
            "x": 93,
            "y": 279.5,
            "width": 10,
            "height": 16
        }
    ],
    "height": 640,
    "key": "08_open_circuit_08_jpg.rf.cea1e93bc0e9e83fcde7d137f90ddfe4.jpg",
    "width": 640
}

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