Dataset Versions

v3

03

Generated on May 4, 2024

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Dataset Split

Train Set 71%
195Images
Valid Set 15%
40Images
Test Set 15%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels

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DL_Dataset
Annotate
Nest_07.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
People-s2Oo

CLASSES

LAYERS

 
Nest
1

Unused Classes

Anfield
Boat
Dwayne_Johnson
Pancake

Tags

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

Attributes

Nest_07.jpg

640x640
0.41MP

Updated May 4, 2024

2:01PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 93%
Centered on 48%, 68%
Resize Stretch to 640x640
Flip Horizontal
Rotation
Shear X: 6°
Y: -1°
Noise 0.02%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Pancake": 13,
        "Anfield": 13,
        "Dwayne_Johnson": 97,
        "Nest": 15,
        "Boat": 10
    },
    "datasets": [
        "nlUcLOfQpFihRtIWsLNb"
    ],
    "destination": "05f34cd93e2555a6ce11eee113a57296",
    "height": 640,
    "id": "MXcckyq6Ec07M3whiAmR",
    "label": [],
    "labels": [],
    "name": "Nest_07.jpg",
    "numSteps": 7,
    "owner": "FGSJQAUKriVXbMDac6MhbrB30pQ2",
    "preprocessing": [
        "auto-orient",
        "crop:[93,0.477519,0.684501]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[3]",
        "shear:[6,-1]",
        "noise:[0.02,701530]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 93%<br />Centered on 48%, 68%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "3°"
        },
        {
            "name": "Shear",
            "value": "X: 6°<br/>Y: -1°"
        },
        {
            "name": "Noise",
            "value": "0.02%"
        }
    ],
    "source": "MXcckyq6Ec07M3whiAmR",
    "split": "train",
    "split.nlUcLOfQpFihRtIWsLNb.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[93,0.477519,0.684501]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[3]\",\n    \"shear:[6,-1]\",\n    \"noise:[0.02,701530]\"\n]",
    "updated": {
        "_seconds": 1714831269,
        "_nanoseconds": 803000000
    },
    "updatedDate": "May 4, 2024",
    "updatedTime": "2:01PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nlUcLOfQpFihRtIWsLNb/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Nest",
            "x": 314.2809804390294,
            "y": 206.71392624803673,
            "width": 182.86668927461358,
            "height": 169.02975587653907
        }
    ],
    "height": 640,
    "key": "Nest_07.jpg",
    "width": 640
}

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