Dataset Versions

v6

main for test

Generated on Jun 26, 2024

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Dataset Split

Train Set 50%
237Images
Valid Set 18%
84Images
Test Set 32%
152Images

Preprocessing

Auto-Orient: Applied
Tile: 4 rows x 5 columns
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise

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PCB
Annotate
02_Spurious_copper_Img.bmp
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train
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Attributes
Raw Data

Annotations

Group:
pcb

CLASSES

LAYERS

 
Spurious_copper
1

Unused Classes

Mouse_bite
Open_circuit
Short
Spur

Tags

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

Attributes

02_Spurious_copper_Img.bmp

614x512
0.31MP

Updated Jun 26, 2024

5:41AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 1 of 4
Column: 2 of 5
90° Rotate Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Spurious_copper": 60,
        "Open_circuit": 51,
        "Mouse_bite": 103,
        "Spur": 67,
        "Short": 39
    },
    "datasets": [
        "Bw6ztjRDCd9tRJDALxhU"
    ],
    "destination": "0e102d0a64195efa231f65c9f03791b6",
    "height": 512,
    "id": "I3LO6MLYwstB69INFqCB",
    "label": [],
    "labels": [],
    "name": "02_Spurious_copper_Img.bmp",
    "numSteps": 3,
    "owner": "l9aAogaMDIWPlLLqzwoOn1cCHDG2",
    "preprocessing": [
        "auto-orient",
        "tile:[1,0,5,4]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 4<br/>Column: 2 of 5"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "I3LO6MLYwstB69INFqCB",
    "split": "train",
    "split.Bw6ztjRDCd9tRJDALxhU.6": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[1,0,5,4]\",\n    \"ninety:[-90]\"\n]",
    "updated": {
        "_seconds": 1719380467,
        "_nanoseconds": 206000000
    },
    "updatedDate": "Jun 26, 2024",
    "updatedTime": "5:41AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Bw6ztjRDCd9tRJDALxhU/6"
    ],
    "width": 614
}
{
    "boxes": [
        {
            "label": "Spurious_copper",
            "x": 138,
            "y": 392.5,
            "width": 10,
            "height": 45
        }
    ],
    "height": 512,
    "key": "02_Spurious_copper_Img.jpg",
    "width": 614
}

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