Dataset Versions

v18

2024-10-20 1:42pm

Generated on Oct 20, 2024

Dataset Split

Train Set 92%
24515Images
Valid Set 5%
1400Images
Test Set 3%
697Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Cutout: 2 boxes with 10% size each

Similar Projects

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Pig Skin Disease Single Label v4
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Labels
Attributes
Raw Data

Annotations

Group:
swine-pig-pig-skin-disease

Classes

 
Infected_Parasitic_Mange
0

Unused Classes

Healthy
Infected_Bacterial_Erysipelas
Infected_Bacterial_Greasy_Pig_Disease
Infected_Environmental_Dermatitis
Infected_Environmental_Sunburn
Infected_Fungal_Pityriasis_Rosea
Infected_Fungal_Ringworm
Infected_Viral_Foot_and_Mouth_Disease
Infected_Viral_Swinepox
Unlabeled

Tags

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

Attributes

-.jpg

224x224
0.05MP

Updated Jul 6, 56773

3:57AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 90%
Centered on 92%, 40%
Resize Stretch to 224x224
Modify Classes Applied
Flip Horizontal
90° Rotate Applied
Rotation
Shear X: 3°
Y: 0°
Hue -8°
Saturation 11%
Brightness -13%
Exposure -9%
Cutout Applied

Annotation History

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Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "fb6EHmMkHplUGUZ2jwNa"
    ],
    "destination": "8b3205613959f89bfeaf102d4dd2bec0",
    "height": 224,
    "id": "9KU83wPZYjd4eSnsoQOI",
    "label": [
        "Infected_Parasitic_Mange"
    ],
    "labels": [
        "Infected_Parasitic_Mange"
    ],
    "name": "-.jpg",
    "numSteps": 13,
    "owner": "XR9UqtQD7haHwKvZUUYBfMCaFv72",
    "preprocessing": [
        "auto-orient",
        "crop:[90,0.921691,0.399712]",
        "resize:[\"Stretch to\",224,224]",
        "remap:[\"2872cb7a15c5106a0aa1f629e57be36e\"]",
        "flip:[\"horizontal\"]",
        "ninety:[90]",
        "rotate:[0]",
        "shear:[3,0]",
        "hue:[-8]",
        "saturation:[11]",
        "brightness:[-13]",
        "exposure:[-9]",
        "cutout:[{\"masks\":[[10,0.6731997121287767,0.369133570596746],[10,0.08893679311892955,0.7277426028359391]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 90%<br />Centered on 92%, 40%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 224x224"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Shear",
            "value": "X: 3°<br/>Y: 0°"
        },
        {
            "name": "Hue",
            "value": "-8°"
        },
        {
            "name": "Saturation",
            "value": "11%"
        },
        {
            "name": "Brightness",
            "value": "-13%"
        },
        {
            "name": "Exposure",
            "value": "-9%"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "9KU83wPZYjd4eSnsoQOI",
    "split": "train",
    "split.fb6EHmMkHplUGUZ2jwNa.18": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[90,0.921691,0.399712]\",\n    \"resize:[\\\"Stretch to\\\",224,224]\",\n    \"remap:[\\\"2872cb7a15c5106a0aa1f629e57be36e\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[0]\",\n    \"shear:[3,0]\",\n    \"hue:[-8]\",\n    \"saturation:[11]\",\n    \"brightness:[-13]\",\n    \"exposure:[-9]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.6731997121287767,0.369133570596746],[10,0.08893679311892955,0.7277426028359391]]}]\"\n]",
    "updated": 1729431748675,
    "updatedDate": "Jul 6, 56773",
    "updatedTime": "3:57AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "fb6EHmMkHplUGUZ2jwNa/18"
    ],
    "width": 224
}
                            
                            

Annotation Data

{
    "boxes": [],
    "height": 224,
    "key": "-.jpg",
    "width": 224
}
                                

                                
  1. 1
    Healthy
  2. 2
    Infected_Bacterial_Erysipelas
  3. 3
    Infected_Bacterial_Greasy_Pig_Disease
  4. 4
    Infected_Environmental_Dermatitis
  5. 5
    Infected_Environmental_Sunburn
  6. 6
    Infected_Fungal_Pityriasis_Rosea
  7. 7
    Infected_Fungal_Ringworm
  8. 8
    Infected_Parasitic_Mange
  9. 9
    Infected_Viral_Foot_and_Mouth_Disease
  10. 10
    Infected_Viral_Swinepox
  11. 11
    Unlabeled
510%
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