Dataset Versions

v9

2022-11-30 5:19am

Generated on Nov 29, 2022

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Dataset Split

Train Set 87%
14640Images
Valid Set 8%
1387Images
Test Set 4%
729Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
tobacco
Annotate
tobacco_6734.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
weed-crop

CLASSES

LAYERS

 
crop
1

Unused Classes

weed

Tags

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

Attributes

tobacco_6734.jpg

640x640
0.41MP

Updated Nov 29, 2022

11:49PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Horizontal
Rotation
Brightness 16%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "weed": 5025,
        "crop": 8050
    },
    "datasets": [
        "L0rm3KvxfLVzLRtrCjFI"
    ],
    "destination": "8c68aba06e418b93fe1c3ce675153269",
    "height": 640,
    "id": "f82DpNDScTWe4h4tglVH",
    "label": [],
    "labels": [],
    "name": "tobacco_6734.jpg",
    "numSteps": 5,
    "owner": "YIl0YAVz2lgk9AXKUPsNSpgQ4j43",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[3]",
        "brightness:[16]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "3°"
        },
        {
            "name": "Brightness",
            "value": "16%"
        }
    ],
    "source": "f82DpNDScTWe4h4tglVH",
    "split": "train",
    "split.L0rm3KvxfLVzLRtrCjFI.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[3]\",\n    \"brightness:[16]\"\n]",
    "updated": {
        "_seconds": 1669765792,
        "_nanoseconds": 211000000
    },
    "updatedDate": "Nov 29, 2022",
    "updatedTime": "11:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "L0rm3KvxfLVzLRtrCjFI/9"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "crop",
            "x": 328.5,
            "y": 327.5,
            "width": 388,
            "height": 506
        }
    ],
    "height": 640,
    "key": "tobacco_6734.jpg",
    "width": 640
}

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