Dataset Versions

v1

2022-02-01 4:17pm

Generated on Feb 1, 2022

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Dataset Split

Train Set 87%
1731Images
Valid Set 8%
165Images
Test Set 4%
83Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -6% and +6%
Exposure: Between -9% and +9%
Mosaic: Applied
Yolo_custom
Annotate
00408.png
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
yolo-sign

CLASSES

LAYERS

 
21
1
 
40
3
 
43
1
 
72
1

Unused Classes

10
11
12
14
15
2
23
25
26
27
29
3
34
37
41
42
45
47
48
51
52
55
57
61
64
65
66
71
73
74
75
76
8
9

Tags

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

Attributes

00408.png

416x416
0.17MP

Updated Feb 1, 2022

3:15PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
Flip Horizontal
Grayscale Applied
Hue 18°
Brightness 1%
Exposure -2%
Mosaic Applied

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "n0gt0Hduz64et2OiSZx8"
    ],
    "destination": "4a43f867cf87cf89155bbbc28c04dab0",
    "height": 416,
    "id": "eEsDq0appUusFq1oezh4",
    "label": [],
    "labels": [],
    "name": "00408.png",
    "numSteps": 8,
    "owner": "vHjwPxqCZxUGCktvpghm",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "flip:[\"horizontal\"]",
        "grayscale",
        "hue:[18]",
        "brightness:[1]",
        "exposure:[-2]",
        "mosaic:[40,71,[[0.965036,0.446227],[0.879727,0.889546],[0.035646,0.879899],[0.591919,0.685145]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "18°"
        },
        {
            "name": "Brightness",
            "value": "1%"
        },
        {
            "name": "Exposure",
            "value": "-2%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "eEsDq0appUusFq1oezh4",
    "split": "train",
    "split.n0gt0Hduz64et2OiSZx8.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"grayscale\",\n    \"hue:[18]\",\n    \"brightness:[1]\",\n    \"exposure:[-2]\",\n    \"mosaic:[40,71,[[0.965036,0.446227],[0.879727,0.889546],[0.035646,0.879899],[0.591919,0.685145]]]\"\n]",
    "updated": {
        "_seconds": 1643728517,
        "_nanoseconds": 903000000
    },
    "updatedDate": "Feb 1, 2022",
    "updatedTime": "3:15PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "n0gt0Hduz64et2OiSZx8/1"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "72",
            "x": 123,
            "y": 206,
            "width": 24,
            "height": 34.5
        },
        {
            "label": "43",
            "x": 228,
            "y": 135.5,
            "width": 8,
            "height": 10.5
        },
        {
            "label": "21",
            "x": 227.5,
            "y": 122,
            "width": 8.5,
            "height": 13.5
        },
        {
            "label": "40",
            "x": 89.5,
            "y": 302.5,
            "width": 15,
            "height": 15
        },
        {
            "label": "40",
            "x": 187.5,
            "y": 319,
            "width": 14,
            "height": 23
        },
        {
            "label": "40",
            "x": 400,
            "y": 306.5,
            "width": 14,
            "height": 23
        }
    ],
    "height": 416,
    "key": "00408.jpg",
    "width": 416
}

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