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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
8 / 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 83%
Centered on 29%, 7%
Resize Fit within 640x640
Auto-Adjust Contrast Contrast Stretching
Flip Horizontal
Hue -10°
Saturation 13%
Brightness -3%
Blur 0.75px

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "oilpalm": 106226
    },
    "datasets": [
        "LmBgPCm3UW2WsciTWvaS"
    ],
    "destination": "6effc5c960c9c6197381325599a4c1b0",
    "height": 640,
    "id": "e3PsafVwAFmeQ1XtfVKG",
    "label": [],
    "labels": [],
    "name": "43_bmp.jpg",
    "numSteps": 9,
    "owner": "AAcmMZqIodzBlxG92SXH",
    "preprocessing": [
        "auto-orient",
        "crop:[83,0.288145,0.073331]",
        "resize:[\"Fit within\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "flip:[\"horizontal\"]",
        "hue:[-10]",
        "saturation:[13]",
        "brightness:[-3]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 83%<br />Centered on 29%, 7%"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Hue",
            "value": "-10°"
        },
        {
            "name": "Saturation",
            "value": "13%"
        },
        {
            "name": "Brightness",
            "value": "-3%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "e3PsafVwAFmeQ1XtfVKG",
    "split": "train",
    "split.LmBgPCm3UW2WsciTWvaS.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[83,0.288145,0.073331]\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"hue:[-10]\",\n    \"saturation:[13]\",\n    \"brightness:[-3]\",\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": 112,
            "height": 140
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        {
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            "y": 205,
            "width": 122,
            "height": 131
        },
        {
            "label": "oilpalm",
            "x": 495,
            "y": 129,
            "width": 78,
            "height": 78
        },
        {
            "label": "oilpalm",
            "x": 514,
            "y": 492,
            "width": 153,
            "height": 153
        },
        {
            "label": "oilpalm",
            "x": 505,
            "y": 566,
            "width": 100,
            "height": 100
        },
        {
            "label": "oilpalm",
            "x": 505,
            "y": 624,
            "width": 85,
            "height": 32
        },
        {
            "label": "oilpalm",
            "x": 539,
            "y": 60,
            "width": 127,
            "height": 120
        }
    ],
    "height": 640,
    "key": "43_bmp.rf.dd08ec786f4a8c26ee1cb535f1a591a9.jpg",
    "width": 640
}

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