Dataset Versions

v2

2023-05-24 8:45pm

Generated on May 24, 2023

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Dataset Split

Train Set 88%
1467Images
Valid Set 11%
178Images
Test Set 2%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied

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apple
Annotate
damaged_apple-328-.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group: agriculture
 
apple
1
 
damaged_apple
1

Attributes

damaged_apple-328-.jpg

224x224
0.05MP

Updated May 24, 2023

6:45PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 224x224

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "apple": 2183,
        "damaged_apple": 710
    },
    "datasets": [
        "tpk46ttkOa8dEiFgvkqD"
    ],
    "destination": "ad2ba46a9b9c4762998e9abe937c6728",
    "height": 224,
    "id": "zvPlLpzBS63RkvmeIhvE",
    "label": [],
    "labels": [],
    "name": "damaged_apple-328-.jpg",
    "numSteps": 2,
    "owner": "DklSQOLZFuVafKMj0C76CFt6u753",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",224,224]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 224x224"
        }
    ],
    "source": "zvPlLpzBS63RkvmeIhvE",
    "split": "train",
    "split.tpk46ttkOa8dEiFgvkqD.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",224,224]\"\n]",
    "updated": {
        "_seconds": 1684953924,
        "_nanoseconds": 776000000
    },
    "updatedDate": "May 24, 2023",
    "updatedTime": "6:45PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "tpk46ttkOa8dEiFgvkqD/2"
    ],
    "width": 224
}
{
    "boxes": [
        {
            "label": "apple",
            "x": 63.5,
            "y": 100,
            "width": 88.5,
            "height": 101.5
        },
        {
            "label": "damaged_apple",
            "x": 152,
            "y": 111,
            "width": 85,
            "height": 111.5
        }
    ],
    "height": 224,
    "key": "damaged_apple--328-_jpg.rf.a00a0e387c9a303b2d27de03663077e2.jpg",
    "width": 224
}

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