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2024-10-25 8:58pm
v2
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4 months ago
2024-10-25 8:49pm
v1
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4 months ago
v2

2024-10-25 8:58pm

Generated on Oct 25, 2024
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1813 Total Images

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Dataset Split

Train Set 92%
1674Images
Valid Set 4%
69Images
Test Set 4%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -10% and +10%
Blur: Up to 1px

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oilpalm_detection_counting
Annotate
7 / 12
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train
Labels
Attributes
Raw Data

Annotations

Group:
oilpalm-4SqP-8ekE

CLASSES

LAYERS

 
oilpalm
29

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Attributes

43_bmp.jpg

640x640
0.41MP

Updated Oct 25, 2024

8:58PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 84%
Centered on 48%, 55%
Resize Fit within 640x640
Auto-Adjust Contrast Contrast Stretching
Flip Horizontal
Hue 8°
Saturation -5%
Brightness 9%
Blur 0.75px

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "oilpalm": 106226
    },
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    "destination": "61eb2ba859997eb93785826bd2d8b979",
    "height": 640,
    "id": "vd2kk3JrT6lmdk4GqBWx",
    "label": [],
    "labels": [],
    "name": "43_bmp.jpg",
    "numSteps": 9,
    "owner": "AAcmMZqIodzBlxG92SXH",
    "preprocessing": [
        "auto-orient",
        "crop:[84,0.478253,0.551783]",
        "resize:[\"Fit within\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "flip:[\"horizontal\"]",
        "hue:[8]",
        "saturation:[-5]",
        "brightness:[9]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 84%<br />Centered on 48%, 55%"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Hue",
            "value": "8°"
        },
        {
            "name": "Saturation",
            "value": "-5%"
        },
        {
            "name": "Brightness",
            "value": "9%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "vd2kk3JrT6lmdk4GqBWx",
    "split": "train",
    "split.LmBgPCm3UW2WsciTWvaS.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[84,0.478253,0.551783]\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"hue:[8]\",\n    \"saturation:[-5]\",\n    \"brightness:[9]\",\n    \"blur:[0.75]\"\n]",
    "updated": {
        "_seconds": 1729889894,
        "_nanoseconds": 557000000
    },
    "updatedDate": "Oct 25, 2024",
    "updatedTime": "8:58PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "LmBgPCm3UW2WsciTWvaS/2"
    ],
    "width": 640
}
{
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            "width": 125,
            "height": 139
        },
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            "height": 147
        },
        {
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        },
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        {
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            "y": 176,
            "width": 121,
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        },
        {
            "label": "oilpalm",
            "x": 506,
            "y": 101,
            "width": 77,
            "height": 77
        },
        {
            "label": "oilpalm",
            "x": 524,
            "y": 461,
            "width": 152,
            "height": 152
        },
        {
            "label": "oilpalm",
            "x": 515,
            "y": 535,
            "width": 99,
            "height": 99
        },
        {
            "label": "oilpalm",
            "x": 515,
            "y": 605,
            "width": 85,
            "height": 57
        },
        {
            "label": "oilpalm",
            "x": 549,
            "y": 46,
            "width": 126,
            "height": 92
        }
    ],
    "height": 640,
    "key": "43_bmp.rf.ce8afeccee8489eb67d4ecaf1e1c3db5.jpg",
    "width": 640
}

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