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Pomelo Ripeness Detection using YOLOv7 Network

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Dataset Versions

Versions
2023-08-11 2:58am
v4
·
2 years ago
2023-08-11 2:57am
v3
·
2 years ago
2023-08-05 9:46pm
v2
·
2 years ago
2023-08-05 1:19pm
v1
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2 years ago
v4

2023-08-11 2:58am

Generated on Aug 10, 2023
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Dataset Split

Train Set 96%
432Images
Valid Set 2%
9Images
Test Set 2%
9Images

Preprocessing

Auto-Orient: Applied
Static Crop: 4-100% Horizontal Region, 28-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±7° Horizontal, ±15° Vertical

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Pomelo Ripeness Detection using YOLOv7 Network
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Group:
Pomelo-Ripeness

Classes

 
Overripe
0

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Ripe

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Attributes

IMG_4711.jpg

640x640
0.41MP

Updated Aug 27, 55577

8:17PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 4% to 100%
Y: 28% to 100%
Resize Stretch to 640x640

Annotation History

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Raw Data

Source Data

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    "destination": "aa2bd6e04b7039f0b95c2d29e769621e",
    "height": 640,
    "id": "wI8HqzegGUd1TFJ4dlp9",
    "label": [
        "Overripe"
    ],
    "labels": [
        "Overripe"
    ],
    "name": "IMG_4711.jpg",
    "numSteps": 3,
    "owner": "baGZxc8GMANuskoTQqyqcnj7xZs2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[4,100,28,100]",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 4% to 100%<br/>Y: 28% to 100%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "wI8HqzegGUd1TFJ4dlp9",
    "split": "train",
    "split.liQfdv8i2tNdGO8wwpx3.1": "train",
    "split.liQfdv8i2tNdGO8wwpx3.2": "train",
    "split.liQfdv8i2tNdGO8wwpx3.3": "train",
    "split.liQfdv8i2tNdGO8wwpx3.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[4,100,28,100]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1691694188226,
    "updatedDate": "Aug 27, 55577",
    "updatedTime": "8:17PM",
    "updatedTimezone": "+00:00",
    "versions": [
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    "width": 640
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Annotation Data

{
    "boxes": [],
    "height": 640,
    "key": "IMG_4711.jpg",
    "width": 640
}
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