Dataset Versions

v1

2022-11-25 4:04pm

Generated on Nov 25, 2022

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Dataset Split

Train Set 92%
2226Images
Valid Set 7%
177Images
Test Set 0%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 384x384

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -18° and +18°
Brightness: Between -46% and +46%
Noise: Up to 2% of pixels
test13
Annotate
id_fe70b3f4c2f616a6d8ec7624.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
test13

CLASSES

LAYERS

 
pbw
22

Unused Classes

abw

Tags

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

Attributes

id_fe70b3f4c2f616a6d8ec7624.jpg

384x384
0.15MP

Updated Nov 25, 2022

10:34AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 384x384
Flip Both
Rotation -14°
Brightness -20%
Noise 1.5%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "pbw": 8393,
        "abw": 702
    },
    "datasets": [
        "pCyf7hESuOsTnM3Tw8Ja"
    ],
    "destination": "486a7a8f9a978a863283e9ec5d453772",
    "height": 384,
    "id": "ntjwdg2QKCCncVmTrygU",
    "label": [],
    "labels": [],
    "name": "id_fe70b3f4c2f616a6d8ec7624.jpg",
    "numSteps": 6,
    "owner": "4yIy0nEVchfnDNIV4V2wqIcw3iu1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",384,384]",
        "flip:[\"both\"]",
        "rotate:[-14]",
        "brightness:[-20]",
        "noise:[1.5,248975]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 384x384"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Rotation",
            "value": "-14°"
        },
        {
            "name": "Brightness",
            "value": "-20%"
        },
        {
            "name": "Noise",
            "value": "1.5%"
        }
    ],
    "source": "ntjwdg2QKCCncVmTrygU",
    "split": "train",
    "split.pCyf7hESuOsTnM3Tw8Ja.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",384,384]\",\n    \"flip:[\\\"both\\\"]\",\n    \"rotate:[-14]\",\n    \"brightness:[-20]\",\n    \"noise:[1.5,248975]\"\n]",
    "updated": {
        "_seconds": 1669372461,
        "_nanoseconds": 724000000
    },
    "updatedDate": "Nov 25, 2022",
    "updatedTime": "10:34AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "pCyf7hESuOsTnM3Tw8Ja/1"
    ],
    "width": 384
}
{
    "boxes": [
        {
            "label": "pbw",
            "x": 241.5,
            "y": 143,
            "width": 12,
            "height": 19
        },
        {
            "label": "pbw",
            "x": 228,
            "y": 245.5,
            "width": 11,
            "height": 19
        },
        {
            "label": "pbw",
            "x": 264,
            "y": 221.5,
            "width": 9,
            "height": 14
        },
        {
            "label": "pbw",
            "x": 206.5,
            "y": 158.5,
            "width": 9,
            "height": 14
        },
        {
            "label": "pbw",
            "x": 254,
            "y": 137,
            "width": 10,
            "height": 18
        },
        {
            "label": "pbw",
            "x": 266,
            "y": 213,
            "width": 15,
            "height": 16
        },
        {
            "label": "pbw",
            "x": 205.5,
            "y": 217.5,
            "width": 12,
            "height": 12
        },
        {
            "label": "pbw",
            "x": 204,
            "y": 200.5,
            "width": 10,
            "height": 12
        },
        {
            "label": "pbw",
            "x": 217,
            "y": 223,
            "width": 16,
            "height": 26
        },
        {
            "label": "pbw",
            "x": 194.5,
            "y": 204,
            "width": 14,
            "height": 22
        },
        {
            "label": "pbw",
            "x": 220.5,
            "y": 165,
            "width": 13,
            "height": 20
        },
        {
            "label": "pbw",
            "x": 233,
            "y": 185,
            "width": 12,
            "height": 13
        },
        {
            "label": "pbw",
            "x": 242,
            "y": 200.5,
            "width": 11,
            "height": 18
        },
        {
            "label": "pbw",
            "x": 201,
            "y": 167,
            "width": 11,
            "height": 11
        },
        {
            "label": "pbw",
            "x": 204,
            "y": 193.5,
            "width": 11,
            "height": 16
        },
        {
            "label": "pbw",
            "x": 263.5,
            "y": 166,
            "width": 11,
            "height": 11
        },
        {
            "label": "pbw",
            "x": 202.5,
            "y": 159.5,
            "width": 9,
            "height": 8
        },
        {
            "label": "pbw",
            "x": 258.5,
            "y": 140.5,
            "width": 12,
            "height": 21
        },
        {
            "label": "pbw",
            "x": 240.5,
            "y": 232,
            "width": 11,
            "height": 18
        },
        {
            "label": "pbw",
            "x": 218.5,
            "y": 202,
            "width": 13,
            "height": 14
        },
        {
            "label": "pbw",
            "x": 231.5,
            "y": 220,
            "width": 12,
            "height": 15
        },
        {
            "label": "pbw",
            "x": 237.5,
            "y": 200,
            "width": 10,
            "height": 19
        }
    ],
    "height": 384,
    "key": "id_fe70b3f4c2f616a6d8ec7624.jpg",
    "width": 384
}

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