Dataset Versions

v16

2022-04-05 2:26pm

Generated on Apr 5, 2022

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Dataset Split

Train Set 77%
312Images
Valid Set 22%
91Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 1
Rotation: Between -10° and +10°
Shear: ±8° Horizontal, ±11° Vertical
Grayscale: Apply to 20% of images
Blur: Up to 1.25px
Noise: Up to 1% of pixels
Mosaic: Applied
yolov3
Annotate
11993.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
carpersonmotorcyclebicycle

CLASSES

LAYERS

 
animal
8
 
motorcycle
2

Unused Classes

bicycle
bus
car
cat
dog
person
test1
truck

Tags

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

Attributes

11993.jpg

1280x720
0.92MP

Updated Apr 5, 2022

5:26AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Rotation
Shear X: 5°
Y: -10°
Blur 1px
Noise 0.75%
Mosaic Applied

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "7dxJGPQULopOatS43waq"
    ],
    "destination": "78955fdcb8c2dc8b4d6cf8a04f65a2f5",
    "height": 720,
    "id": "4wrPiZWmIPPWSlDX11ZX",
    "label": [],
    "labels": [],
    "name": "11993.jpg",
    "numSteps": 6,
    "owner": "21WvBih7Be33GAEoEFYV",
    "preprocessing": [
        "auto-orient",
        "rotate:[1]",
        "shear:[5,-10]",
        "blur:[1]",
        "noise:[0.75,809329]",
        "mosaic:[60,43,[[0.853238,0.411004],[0.980803,0.101166],[0.690084,0.938686],[0.593515,0.522151]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "1°"
        },
        {
            "name": "Shear",
            "value": "X: 5°<br/>Y: -10°"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "4wrPiZWmIPPWSlDX11ZX",
    "split": "train",
    "split.7dxJGPQULopOatS43waq.16": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"rotate:[1]\",\n    \"shear:[5,-10]\",\n    \"blur:[1]\",\n    \"noise:[0.75,809329]\",\n    \"mosaic:[60,43,[[0.853238,0.411004],[0.980803,0.101166],[0.690084,0.938686],[0.593515,0.522151]]]\"\n]",
    "updated": {
        "_seconds": 1649136396,
        "_nanoseconds": 831000000
    },
    "updatedDate": "Apr 5, 2022",
    "updatedTime": "5:26AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "7dxJGPQULopOatS43waq/16"
    ],
    "width": 1280
}
{
    "boxes": [
        {
            "label": "animal",
            "x": 504,
            "y": 117,
            "width": 520,
            "height": 229
        },
        {
            "label": "animal",
            "x": 244.5,
            "y": 185,
            "width": 475.5,
            "height": 245
        },
        {
            "label": "animal",
            "x": 1005,
            "y": 210,
            "width": 474,
            "height": 196
        },
        {
            "label": "animal",
            "x": 122.5,
            "y": 419,
            "width": 245,
            "height": 156
        },
        {
            "label": "animal",
            "x": 291.23980951144523,
            "y": 443.20665123792,
            "width": 109.34315215599645,
            "height": 223.99906684940828
        },
        {
            "label": "animal",
            "x": 200.55837377635248,
            "y": 511.09416272889354,
            "width": 235.53613031377563,
            "height": 272.27948778315624
        },
        {
            "label": "animal",
            "x": 411.00017971987546,
            "y": 496.833933876462,
            "width": 217.6816154549682,
            "height": 276.23110716869655
        },
        {
            "label": "animal",
            "x": 637.5,
            "y": 538,
            "width": 259,
            "height": 276
        },
        {
            "label": "motorcycle",
            "x": 894.4175774921846,
            "y": 610.4760106445194,
            "width": 59.96789688032868,
            "height": 105.31987194578915,
            "color": "#FF00FF"
        },
        {
            "label": "motorcycle",
            "x": 942.4175774921846,
            "y": 607.6803290059602,
            "width": 67.83311277902658,
            "height": 66.84406225301882,
            "color": "#FF00FF"
        }
    ],
    "height": 720,
    "key": "11993.jpg",
    "width": 1280
}

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