Dataset Versions

v4

2022-09-13 8:58am

Generated on Sep 13, 2022

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Dataset Split

Train Set 82%
5490Images
Valid Set 12%
783Images
Test Set 6%
396Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -8% and +8%
Exposure: Between -3% and +3%
Blur: Up to 1.75px
Noise: Up to 1% of pixels
Bounding Box: Flip: Horizontal, Vertical
Agriculture
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20210907_153931_x264_mp4-1260.jpg
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Attributes
Raw Data

Annotations

Group: Weeds
 
Weeds
1

Attributes

20210907_153931_x264_mp4-1260.jpg

416x416
0.17MP

Updated Sep 13, 2022

1:58PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
Flip Applied Per Bounding Box
Flip Both
90° Rotate Applied
Saturation -4%
Exposure 3%
Blur 1.25px
Noise 0.5%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Weeds": 10566
    },
    "datasets": [
        "L9lIA6OBx3CMmmbxBJ8s"
    ],
    "destination": "194f94c2b4b81251e11ef96400642528",
    "height": 416,
    "id": "F7WawLtHLAKxbJ39gsGu",
    "label": [],
    "labels": [],
    "name": "20210907_153931_x264_mp4-1260.jpg",
    "numSteps": 9,
    "owner": "d5X2DxfIkbmJ0pLKWy7P",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "flip:[[]]",
        "flip:[\"both\"]",
        "ninety:[-90]",
        "saturation:[-4]",
        "exposure:[3]",
        "blur:[1.25]",
        "noise:[0.5,105276]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-4%"
        },
        {
            "name": "Exposure",
            "value": "3%"
        },
        {
            "name": "Blur",
            "value": "1.25px"
        },
        {
            "name": "Noise",
            "value": "0.5%"
        }
    ],
    "source": "F7WawLtHLAKxbJ39gsGu",
    "split": "train",
    "split.L9lIA6OBx3CMmmbxBJ8s.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[[]]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[-90]\",\n    \"saturation:[-4]\",\n    \"exposure:[3]\",\n    \"blur:[1.25]\",\n    \"noise:[0.5,105276]\"\n]",
    "updated": {
        "_seconds": 1663077518,
        "_nanoseconds": 709000000
    },
    "updatedDate": "Sep 13, 2022",
    "updatedTime": "1:58PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "L9lIA6OBx3CMmmbxBJ8s/4"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "Weeds",
            "x": 105,
            "y": 273,
            "width": 210,
            "height": 280
        }
    ],
    "height": 416,
    "key": "20210907_153931_x264_mp4-1260_jpg.rf.a380e0c0728319808402c10ec13411eb.jpg",
    "width": 416
}

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