Dataset Versions

v1

2023-12-24 3:59am

Generated on Dec 23, 2023

Dataset Split

Train Set 92%
4980Images
Valid Set 4%
208Images
Test Set 4%
207Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Brightness: Between -10% and +10%

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98cfff90-4edc-4b41-b834-09d18d1c08ca___RS_HL-6142.JPG
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train
Labels
Attributes
Raw Data

Annotations

Group:
leaf

CLASSES

 
healthy
0

Unused Classes

Black_rot
Cedar_apple_rust
scab

Tags

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

Attributes

98cfff90-4edc-4b41-b834-09d18d1c08ca___RS_HL-6142.JPG

224x224
0.05MP

Updated Dec 23, 2023

9:59PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 98%
Centered on 38%, 44%
Resize Fill (with center crop) in 224x224
Flip Both
90° Rotate Applied
Rotation
Brightness -8%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "scab": 600,
        "Cedar_apple_rust": 275,
        "healthy": 600,
        "Black_rot": 600
    },
    "datasets": [
        "jYs48KCkp6CVyGdFjSN6"
    ],
    "destination": "bb9059ff21ae8a41731c86bf5403372f",
    "height": 224,
    "id": "cW9kA17xbLzHxFVUrnor",
    "label": [
        "healthy"
    ],
    "labels": [
        "healthy"
    ],
    "name": "98cfff90-4edc-4b41-b834-09d18d1c08ca___RS_HL-6142.JPG",
    "numSteps": 7,
    "owner": "VzaOSyKS80FDRVb67H3N",
    "preprocessing": [
        "auto-orient",
        "crop:[98,0.379169,0.443944]",
        "resize:[\"Fill (with center crop) in\",224,224]",
        "flip:[\"both\"]",
        "ninety:[0]",
        "rotate:[4]",
        "brightness:[-8]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 98%<br />Centered on 38%, 44%"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 224x224"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "4°"
        },
        {
            "name": "Brightness",
            "value": "-8%"
        }
    ],
    "source": "cW9kA17xbLzHxFVUrnor",
    "split": "train",
    "split.jYs48KCkp6CVyGdFjSN6.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[98,0.379169,0.443944]\",\n    \"resize:[\\\"Fill (with center crop) in\\\",224,224]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[0]\",\n    \"rotate:[4]\",\n    \"brightness:[-8]\"\n]",
    "updated": {
        "_seconds": 1703368748,
        "_nanoseconds": 163000000
    },
    "updatedDate": "Dec 23, 2023",
    "updatedTime": "9:59PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "jYs48KCkp6CVyGdFjSN6/1"
    ],
    "width": 224
}
{
    "boxes": [],
    "height": 224,
    "key": "98cfff90-4edc-4b41-b834-09d18d1c08ca___RS_HL-6142.JPG",
    "width": 224
}
  1. 1
    Black_rot
  2. 2
    Cedar_apple_rust
  3. 3
    healthy
  4. 4
    scab
120%
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