Dataset Versions

v3

2023-09-12 3:34pm

Generated on Sep 12, 2023

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Dataset Split

Train Set 88%
19344Images
Valid Set 8%
1840Images
Test Set 4%
915Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Grayscale: Apply to 50% of images
Cutout: 6 boxes with 10% size each
Bounding Box: Rotation: Between -4° and +4°

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Camaras trampas
Annotate
frame1301.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
animals

CLASSES

LAYERS

 
Tremarctos ornatus
1

Unused Classes

Cuniculus paca
Didelphis marsupialis

Tags

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

Attributes

frame1301.jpg

640x640
0.41MP

Updated Sep 12, 2023

8:35PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 97%
Centered on 68%, 8%
Resize Stretch to 640x640
Rotation Applied Per Bounding Box
Rotation
Shear X: 0°
Y: -2°
Cutout Applied

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Didelphis marsupialis": 1,
        "Tremarctos ornatus": 3261,
        "Cuniculus paca": 7695
    },
    "datasets": [
        "nN2qj8rBxi45Dlbv8cfN"
    ],
    "destination": "1c6ab2abdf81d17b73b497234c4a3150",
    "height": 640,
    "id": "H2bn79bKy6awXJPofErH",
    "label": [],
    "labels": [],
    "name": "frame1301.jpg",
    "numSteps": 7,
    "owner": "0ESN9omEu2dO9aQC98wlrsWiK2D2",
    "preprocessing": [
        "auto-orient",
        "crop:[97,0.677227,0.076267]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[[0]]",
        "rotate:[0]",
        "shear:[0,-2]",
        "cutout:[{\"masks\":[[10,0.38905940923309323,0.2578893373405926],[10,0.9331940186560947,0.5535181915980483],[10,0.5818082055334608,0.1963783702957007],[10,0.8862039169374212,0.3249102252132279],[10,0.6873275181423633,0.5703895608250038],[10,0.1784805135126113,0.01607832110312546]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 97%<br />Centered on 68%, 8%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Shear",
            "value": "X: 0°<br/>Y: -2°"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "H2bn79bKy6awXJPofErH",
    "split": "train",
    "split.nN2qj8rBxi45Dlbv8cfN.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[97,0.677227,0.076267]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[[0]]\",\n    \"rotate:[0]\",\n    \"shear:[0,-2]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.38905940923309323,0.2578893373405926],[10,0.9331940186560947,0.5535181915980483],[10,0.5818082055334608,0.1963783702957007],[10,0.8862039169374212,0.3249102252132279],[10,0.6873275181423633,0.5703895608250038],[10,0.1784805135126113,0.01607832110312546]]}]\"\n]",
    "updated": {
        "_seconds": 1694550905,
        "_nanoseconds": 942000000
    },
    "updatedDate": "Sep 12, 2023",
    "updatedTime": "8:35PM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "nN2qj8rBxi45Dlbv8cfN/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Tremarctos ornatus",
            "x": 300.5,
            "y": 466.5033659325401,
            "width": 107,
            "height": 287.2450577211921
        }
    ],
    "height": 640,
    "key": "frame1301.jpg",
    "width": 640
}

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