Dataset Versions

v2

2022-04-27 7:57pm

Generated on Apr 28, 2022

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Dataset Split

Train Set 87%
930Images
Valid Set 8%
88Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom

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CON 494 Computer vision
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Annotations

Group: images
 
images
1

Unused Classes

10
11

Attributes

image_1035.jpg

416x416
0.17MP

Updated Sep 28, 54291

12:07AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 15.884000% to 89.368000%
Y: 0.000000% to 100.000000%
Select annotation #1
Crop Keep 99%
Centered on 38%, 14%
Resize Stretch to 416x416
Auto-Adjust Contrast Adaptive Equalization
Flip Vertical

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "sruj27ydmK9xo36GcNpG"
    ],
    "destination": "10f2405fa61433dcb4c305a045dfa7f3",
    "height": 416,
    "id": "NT4f7OvT7SOYBqdgM3iX",
    "label": [],
    "labels": [],
    "name": "image_1035.jpg",
    "numSteps": 7,
    "owner": "w5YeoAtAY0S9p7hYwgOZr3AxBLE3",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"15.884000\",\"89.368000\",\"0.000000\",\"100.000000\"]",
        "select-annotation:[0]",
        "crop:[99,0.37694,0.141189]",
        "resize:[\"Stretch to\",416,416]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"vertical\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 15.884000% to 89.368000%<br/>Y: 0.000000% to 100.000000%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Crop",
            "value": "Keep 99%<br />Centered on 38%, 14%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        }
    ],
    "source": "NT4f7OvT7SOYBqdgM3iX",
    "split": "train",
    "split.sruj27ydmK9xo36GcNpG.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"15.884000\\\",\\\"89.368000\\\",\\\"0.000000\\\",\\\"100.000000\\\"]\",\n    \"select-annotation:[0]\",\n    \"crop:[99,0.37694,0.141189]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"vertical\\\"]\"\n]",
    "updated": 1651114627623,
    "updatedDate": "Sep 28, 54291",
    "updatedTime": "12:07AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "sruj27ydmK9xo36GcNpG/2"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "images",
            "x": 207.5,
            "y": 208.5,
            "width": 415,
            "height": 414.5
        }
    ],
    "height": 416,
    "key": "image_1035.jpg",
    "width": 416
}

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