Dataset Versions

v2

2024-03-20 3:28pm

Generated on Mar 20, 2024

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Dataset Split

Train Set 95%
1470Images
Valid Set 3%
45Images
Test Set 2%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
test_proj
Annotate
OIP-Evv0nDTr55RVkW4B9miZ-wHaFe.jpeg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
wild

CLASSES

LAYERS

 
Cow
1

Unused Classes

Cat
Cheetah
Chinese cat
Dog
Lion
Panthera
TIger
black panther
black-panther
elephant
hen
horse
ostrich
panther
puma
sheep
squirrel

Tags

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

Attributes

OIP-Evv0nDTr55RVkW4B9miZ-wHaFe.jpeg

640x640
0.41MP

Updated Mar 20, 2024

9:58AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 99%
Centered on 87%, 12%
Resize Stretch to 640x640
90° Rotate Applied
Rotation -8°
Shear X: 2°
Y: -9°
Saturation -17%
Brightness 5%
Exposure -8%
Noise 0.02%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Panthera": 52,
        "ostrich": 1,
        "Cow": 65,
        "black-panther": 27,
        "Cheetah": 260,
        "black panther": 8,
        "hen": 63,
        "horse": 72,
        "squirrel": 20,
        "Chinese cat": 28,
        "Cat": 18,
        "Lion": 3,
        "panther": 1,
        "Dog": 136,
        "TIger": 5,
        "elephant": 45,
        "sheep": 57
    },
    "datasets": [
        "MtKK2FkQB1tpsJRdG1i1"
    ],
    "destination": "38d4f5eae47543809602228b44e49922",
    "height": 640,
    "id": "qfbZ8QcSu1DgUplRAatb",
    "label": [],
    "labels": [],
    "name": "OIP-Evv0nDTr55RVkW4B9miZ-wHaFe.jpeg",
    "numSteps": 10,
    "owner": "6JyiEfE305uaEXc7U1TJ",
    "preprocessing": [
        "auto-orient",
        "crop:[99,0.871011,0.11563]",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[0]",
        "rotate:[-8]",
        "shear:[2,-9]",
        "saturation:[-17]",
        "brightness:[5]",
        "exposure:[-8]",
        "noise:[0.02,752361]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 99%<br />Centered on 87%, 12%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-8°"
        },
        {
            "name": "Shear",
            "value": "X: 2°<br/>Y: -9°"
        },
        {
            "name": "Saturation",
            "value": "-17%"
        },
        {
            "name": "Brightness",
            "value": "5%"
        },
        {
            "name": "Exposure",
            "value": "-8%"
        },
        {
            "name": "Noise",
            "value": "0.02%"
        }
    ],
    "source": "qfbZ8QcSu1DgUplRAatb",
    "split": "train",
    "split.MtKK2FkQB1tpsJRdG1i1.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[99,0.871011,0.11563]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[0]\",\n    \"rotate:[-8]\",\n    \"shear:[2,-9]\",\n    \"saturation:[-17]\",\n    \"brightness:[5]\",\n    \"exposure:[-8]\",\n    \"noise:[0.02,752361]\"\n]",
    "updated": {
        "_seconds": 1710928695,
        "_nanoseconds": 287000000
    },
    "updatedDate": "Mar 20, 2024",
    "updatedTime": "9:58AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "MtKK2FkQB1tpsJRdG1i1/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Cow",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 640
        }
    ],
    "height": 640,
    "key": "OIP-Evv0nDTr55RVkW4B9miZ-wHaFe.jpeg",
    "width": 640
}

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