Dataset Versions

v5

Trial4_2400

Generated on Aug 23, 2024

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Dataset Split

Train Set 88%
2100Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Cacao Bean Detection_Trial 01
Annotate
M4_FR_NormFlatBrokClus-75-.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Bean

CLASSES

LAYERS

 
Broken
1
 
Cluster
1
 
Flat
1
 
Normal
1

Tags

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

Attributes

M4_FR_NormFlatBrokClus-75-.jpg

640x640
0.41MP

Updated Aug 23, 2024

4:13AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Both
90° Rotate Applied
Hue
Saturation -7%
Brightness 1%
Exposure -1%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Flat": 401,
        "Cluster": 399,
        "Normal": 400,
        "Broken": 401
    },
    "datasets": [
        "nGWy3Z2n9WioouN0XAxg"
    ],
    "destination": "67e678485072ebc7ab52320e146ac411",
    "height": 640,
    "id": "2EYwib5a4PlMgMVIkcTK",
    "label": [],
    "labels": [],
    "name": "M4_FR_NormFlatBrokClus-75-.jpg",
    "numSteps": 8,
    "owner": "IQbnPokynQgGlhHh5ayEEZZX8WA2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "ninety:[0]",
        "hue:[0]",
        "saturation:[-7]",
        "brightness:[1]",
        "exposure:[-1]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "0°"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "1%"
        },
        {
            "name": "Exposure",
            "value": "-1%"
        }
    ],
    "source": "2EYwib5a4PlMgMVIkcTK",
    "split": "train",
    "split.nGWy3Z2n9WioouN0XAxg.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[0]\",\n    \"hue:[0]\",\n    \"saturation:[-7]\",\n    \"brightness:[1]\",\n    \"exposure:[-1]\"\n]",
    "updated": {
        "_seconds": 1724386432,
        "_nanoseconds": 665000000
    },
    "updatedDate": "Aug 23, 2024",
    "updatedTime": "4:13AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nGWy3Z2n9WioouN0XAxg/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Cluster",
            "x": 508.5,
            "y": 331,
            "width": 86,
            "height": 94
        },
        {
            "label": "Broken",
            "x": 399.5,
            "y": 335.5,
            "width": 94,
            "height": 51
        },
        {
            "label": "Flat",
            "x": 261.5,
            "y": 322,
            "width": 100,
            "height": 56
        },
        {
            "label": "Normal",
            "x": 118.5,
            "y": 331.5,
            "width": 110,
            "height": 56
        }
    ],
    "height": 640,
    "key": "M4_FR_NormFlatBrokClus (75).jpg",
    "width": 640
}

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