Dataset Versions

v4

Includes Blocked Hashes

Generated on Dec 22, 2023

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Dataset Split

Train Set 92%
2755Images
Valid Set 5%
157Images
Test Set 3%
76Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Rotation: Between -39° and +39°
Shear: ±45° Horizontal, ±12° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Hash Yards Intersection
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Capture183_PNG.jpg
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Labels
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Raw Data

Annotations

Group: hash
 
hash
11

Attributes

Capture183_PNG.jpg

640x640
0.41MP

Updated Dec 22, 2023

8:26PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -26°
Shear X: -39°
Y: -4°
Saturation 12%
Brightness 0%
Exposure 3%
Blur 1px
Noise 4%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "hash": 9690
    },
    "datasets": [
        "Lwk1xKsElw3MxMWscD3O"
    ],
    "destination": "e646e1f3c5e9af2f6ea83f5e9956d3a5",
    "height": 640,
    "id": "6Rv8wdygqAJSVZiJ84Us",
    "label": [],
    "labels": [],
    "name": "Capture183_PNG.jpg",
    "numSteps": 9,
    "owner": "Ni607ghzidWhVyWrfj9lSE1w1yo1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-26]",
        "shear:[-39,-4]",
        "saturation:[12]",
        "brightness:[0]",
        "exposure:[3]",
        "blur:[1]",
        "noise:[4,12239]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-26°"
        },
        {
            "name": "Shear",
            "value": "X: -39°<br/>Y: -4°"
        },
        {
            "name": "Saturation",
            "value": "12%"
        },
        {
            "name": "Brightness",
            "value": "0%"
        },
        {
            "name": "Exposure",
            "value": "3%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "4%"
        }
    ],
    "source": "6Rv8wdygqAJSVZiJ84Us",
    "split": "train",
    "split.Lwk1xKsElw3MxMWscD3O.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-26]\",\n    \"shear:[-39,-4]\",\n    \"saturation:[12]\",\n    \"brightness:[0]\",\n    \"exposure:[3]\",\n    \"blur:[1]\",\n    \"noise:[4,12239]\"\n]",
    "updated": {
        "_seconds": 1703276799,
        "_nanoseconds": 622000000
    },
    "updatedDate": "Dec 22, 2023",
    "updatedTime": "8:26PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "presnap"
    ],
    "versions": [
        "Lwk1xKsElw3MxMWscD3O/4"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "hash",
            "x": 110.36462539263624,
            "y": 198.34578443817765,
            "width": 26.386495631385685,
            "height": 19.51205568382227
        },
        {
            "label": "hash",
            "x": 116.42700129717846,
            "y": 344.41477410395544,
            "width": 28.617363822511265,
            "height": 20.558606200533404
        },
        {
            "label": "hash",
            "x": 200.32057259404195,
            "y": 252.44843282755534,
            "width": 26.386495631385742,
            "height": 19.51205568382227
        },
        {
            "label": "hash",
            "x": 394.75529279901434,
            "y": 517.4666914301773,
            "width": 29.84823201363679,
            "height": 21.58188145888903
        },
        {
            "label": "hash",
            "x": 24.317356382461135,
            "y": 288.8703138604666,
            "width": 28.617363822511265,
            "height": 20.558606200533404
        },
        {
            "label": "hash",
            "x": 22.446941808979442,
            "y": 146.18494790291106,
            "width": 21.924759249134574,
            "height": 17.418954650399996
        },
        {
            "label": "hash",
            "x": 209.19034392520746,
            "y": 401.43595908908867,
            "width": 26.155627440260105,
            "height": 18.512055683822155
        },
        {
            "label": "hash",
            "x": 286.66108569988484,
            "y": 307.1325446211775,
            "width": 32.079100204762426,
            "height": 22.62843197560005
        },
        {
            "label": "hash",
            "x": 467.45754600713343,
            "y": 415.8145661415773,
            "width": 28.155627440260105,
            "height": 18.558606200533404
        },
        {
            "label": "hash",
            "x": 372.4633351879788,
            "y": 359.8399316731552,
            "width": 33.77170477813911,
            "height": 25.651707233955676
        },
        {
            "label": "hash",
            "x": 297.7228183621109,
            "y": 459.5502451076441,
            "width": 26.155627440260105,
            "height": 18.51205568382227
        }
    ],
    "height": 640,
    "key": "Capture183_PNG.jpg",
    "width": 640
}

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