100 picked and adjusted from moderate abundance

Object Detection

Dataset Versions

v2

2023-03-03 2:31pm

Generated on Mar 3, 2023

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Dataset Split

Train Set 76%
1872Images
Valid Set 16%
405Images
Test Set 8%
197Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x1280
Tile: 8 rows x 8 columns
Filter Null: Require at least 98% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Mosaic: Applied

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100 picked and adjusted from moderate abundance
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train
Labels
Attributes
Raw Data

Annotations

Group:
whitefly

CLASSES

LAYERS

Unused Classes

whitefly

Tags

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

Attributes

134_img.jpg

1280x1280
1.64MP

Updated Jun 16, 55138

3:17AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Tile Row: 1 of 8
Column: 5 of 8
Crop Keep 81%
Centered on 12%, 12%
Resize Stretch to 1280x1280
Flip Horizontal
Rotation -7°
Mosaic Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "whitefly": 2472
    },
    "datasets": [
        "gjedHEPDAG9DURNmNGYU"
    ],
    "destination": "417db8b8ed2c7e6d83170708c017cbfb",
    "height": 1280,
    "id": "VKDUYjauALkGFOqz4PY1",
    "label": [],
    "labels": [],
    "name": "134_img.jpg",
    "numSteps": 7,
    "owner": "Px8Ky3tndnZ57IQ5VtmdVNXDQGb2",
    "preprocessing": [
        "auto-orient",
        "tile:[4,0,8,8]",
        "crop:[81,0.116776,0.121416]",
        "resize:[\"Stretch to\",1280,1280]",
        "flip:[\"horizontal\"]",
        "rotate:[-7]",
        "mosaic:[37,48,[[0.756952,0.500732],[0.483608,0.661593],[0.674305,0.030213],[0.641261,0.428504]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 8<br/>Column: 5 of 8"
        },
        {
            "name": "Crop",
            "value": "Keep 81%<br />Centered on 12%, 12%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1280x1280"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-7°"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "VKDUYjauALkGFOqz4PY1",
    "split": "train",
    "split.gjedHEPDAG9DURNmNGYU.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"tile:[4,0,8,8]\",\n    \"crop:[81,0.116776,0.121416]\",\n    \"resize:[\\\"Stretch to\\\",1280,1280]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-7]\",\n    \"mosaic:[37,48,[[0.756952,0.500732],[0.483608,0.661593],[0.674305,0.030213],[0.641261,0.428504]]]\"\n]",
    "updated": 1677834357433,
    "updatedDate": "Jun 16, 55138",
    "updatedTime": "3:17AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "gjedHEPDAG9DURNmNGYU/2"
    ],
    "width": 1280
}
{
    "boxes": [],
    "height": 1280,
    "key": "134_img_jpg.rf.330d9ed461c9679d839c62859cfc819b.jpg",
    "width": 1280
}

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