Dataset Versions

v6

2024-09-30 5:18am

Generated on Sep 30, 2024

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Dataset Split

Train Set 88%
4272Images
Valid Set 6%
306Images
Test Set 6%
303Images

Preprocessing

Resize: Stretch to 416x416
Grayscale: Applied

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: ±13° Horizontal, ±13° Vertical
Hue: Between -15° and +15°
Blur: Up to 4.9px
Noise: Up to 1.72% of pixels

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egh450-sem2-G6-Model-2
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train
Labels
Attributes
Raw Data

Annotations

Group:
drone-phone

CLASSES

LAYERS

 
drone
1
 
phone
1

Unused Classes

Backpack
Human

Tags

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

Attributes

image0345.jpg

416x416
0.17MP

Updated Oct 18, 56717

7:24AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop Keep 88%
Centered on 50%, 38%
Resize Stretch to 416x416
Grayscale Applied
Flip Horizontal
90° Rotate Applied
Rotation 13°
Shear X: 10°
Y: 12°
Hue
Blur 0.5px
Noise 1.55%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "drone": 1296,
        "phone": 1085
    },
    "datasets": [
        "vGV6cZgQCN7n1kFZANbv"
    ],
    "destination": "d722f5b5cf7c5c7e25f92c19e329c302",
    "height": 416,
    "id": "wS77ZnJ6ngGoFNLrmWqP",
    "label": [],
    "labels": [],
    "name": "image0345.jpg",
    "numSteps": 10,
    "owner": "uVrJ5lFFJNhB5a53PHpDhvyWNKP2",
    "preprocessing": [
        "crop:[88,0.501429,0.384298]",
        "resize:[\"Stretch to\",416,416]",
        "grayscale",
        "flip:[\"horizontal\"]",
        "ninety:[90]",
        "rotate:[13]",
        "shear:[10,12]",
        "hue:[1]",
        "blur:[0.5]",
        "noise:[1.55,593464]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Keep 88%<br />Centered on 50%, 38%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Shear",
            "value": "X: 10°<br/>Y: 12°"
        },
        {
            "name": "Hue",
            "value": "1°"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "1.55%"
        }
    ],
    "source": "wS77ZnJ6ngGoFNLrmWqP",
    "split": "train",
    "split.vGV6cZgQCN7n1kFZANbv.6": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[88,0.501429,0.384298]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"grayscale\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[13]\",\n    \"shear:[10,12]\",\n    \"hue:[1]\",\n    \"blur:[0.5]\",\n    \"noise:[1.55,593464]\"\n]",
    "updated": 1727673521056,
    "updatedDate": "Oct 18, 56717",
    "updatedTime": "7:24AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "vGV6cZgQCN7n1kFZANbv/6"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "phone",
            "x": 185.07563599701126,
            "y": 236.52741165428378,
            "width": 73.61108878313894,
            "height": 66.89487683604574
        },
        {
            "label": "drone",
            "x": 105.92509620183117,
            "y": 236.9682301047747,
            "width": 79.48473929518872,
            "height": 82.24451089576326
        }
    ],
    "height": 416,
    "key": "image0345.jpg",
    "width": 416
}

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