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v3 - 2024-04-21 12-55pm
v10
·
a year ago
v3-augmented - 2024-04-21 11-34am
v9
·
a year ago
v2 - 2024-03-26 5-06pm
v7
·
a year ago
v2-augmented - 2024-03-26 4-34pm
v6
·
a year ago
v1 - 2024-03-01 9-22am
v3
·
a year ago
v1-augmented - 2024-01-29 3-39pm
v2
·
a year ago
v0 - 2023-12-08 6-47am
v1
·
a year ago
v9

v3-augmented - 2024-04-21 11-34am

Generated on Apr 21, 2024
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3649 Total Images

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Dataset Split

Train Set 82%
3004Images
Valid Set 12%
430Images
Test Set 6%
215Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Blur: Up to 3.5px
Noise: Up to 5% of pixels

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Annotations

Group:
seven-segment-digit

Classes

Layers

 
0
1
 
1
4
 
10
3
 
4
1
 
7
1
 
9
1

Unused Classes

2
3
5
6
8

Tags

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Attributes

118785712_10222292780656044_4848810552249518266_n.jpg

640x640
0.41MP

Updated Mar 3, 56274

9:48PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation 1°
Shear X: 5°
Y: -2°
Brightness 3%
Blur 0.75px
Noise 1.65%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "LlGFJnMxlvQ7jmrSPNvx"
    ],
    "destination": "77a054b11f9f93c603e35a2fbc773431",
    "height": 640,
    "id": "kpum0J1C0FMFjTmi79Se",
    "label": [],
    "labels": [],
    "name": "118785712_10222292780656044_4848810552249518266_n.jpg",
    "numSteps": 7,
    "owner": "DXfNnLDoc1cHqaNKzREW45Pqrua2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[1]",
        "shear:[5,-2]",
        "brightness:[3]",
        "blur:[0.75]",
        "noise:[1.65,44796]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "1°"
        },
        {
            "name": "Shear",
            "value": "X: 5°<br/>Y: -2°"
        },
        {
            "name": "Brightness",
            "value": "3%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        },
        {
            "name": "Noise",
            "value": "1.65%"
        }
    ],
    "source": "kpum0J1C0FMFjTmi79Se",
    "split": "train",
    "split.LlGFJnMxlvQ7jmrSPNvx.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[1]\",\n    \"shear:[5,-2]\",\n    \"brightness:[3]\",\n    \"blur:[0.75]\",\n    \"noise:[1.65,44796]\"\n]",
    "updated": 1713674094524,
    "updatedDate": "Mar 3, 56274",
    "updatedTime": "9:48PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "LlGFJnMxlvQ7jmrSPNvx/9"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "1",
            "x": 323.74281560287807,
            "y": 159.288098943362,
            "width": 35.978597920219045,
            "height": 68.39562581794888
        },
        {
            "label": "4",
            "x": 372.30100965935515,
            "y": 160.7237503501114,
            "width": 62.03679197669612,
            "height": 70.69816320814505
        },
        {
            "label": "10",
            "x": 383.80100965935515,
            "y": 160.5899357352169,
            "width": 163.32776225908128,
            "height": 81.8734046085226
        },
        {
            "label": "7",
            "x": 432.30100965935515,
            "y": 160.0255871419663,
            "width": 63.153180089650164,
            "height": 74.7097992616142
        },
        {
            "label": "1",
            "x": 317.39064517258305,
            "y": 250.39282342458375,
            "width": 37.124083061411625,
            "height": 73.40726187141797
        },
        {
            "label": "0",
            "x": 360.93429071494086,
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            "width": 72.35685928731982,
            "height": 81.81452374283595
        },
        {
            "label": "10",
            "x": 380.4197422008216,
            "y": 250.65975205603144,
            "width": 165.5023444285123,
            "height": 87.89667671546079
        },
        {
            "label": "1",
            "x": 444.0070332855371,
            "y": 252.92086266074455,
            "width": 36.12408306141174,
            "height": 73.39562581794883
        },
        {
            "label": "9",
            "x": 382.9366351434532,
            "y": 337.1597520560314,
            "width": 50.862209807265,
            "height": 64.57016661998523
        },
        {
            "label": "10",
            "x": 407.92208662933393,
            "y": 336.3688507193043,
            "width": 106.00769494845758,
            "height": 70.21014956078477
        },
        {
            "label": "1",
            "x": 444.53847474228803,
            "y": 339.9441347676827,
            "width": 26.658530609595346,
            "height": 57.290901336727075
        }
    ],
    "height": 640,
    "key": "118785712_10222292780656044_4848810552249518266_n_jpg.rf.f5f0e6f125bd7ade886486c14c538f65.jpg",
    "width": 640
}

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