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2023-06-01 6:31pm
v6
·
2 years ago
2023-06-01 5:39pm
v5
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2 years ago
2023-06-01 3:55pm
v4
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2 years ago
2023-06-01 1:56pm
v3
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2 years ago
2023-06-01 1:55pm
v2
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2 years ago
2023-05-30 11:03am
v1
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2 years ago
v6

2023-06-01 6:31pm

Generated on Jun 1, 2023
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416 Total Images

View All Images
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Dataset Split

Train Set 87%
363Images
Valid Set 8%
34Images
Test Set 5%
19Images

Preprocessing

Auto-Orient: Applied
Static Crop: 1-100% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Applied
Rotation: Between -1° and +1°
Shear: ±7° Horizontal, ±7° Vertical
Grayscale: Apply to 8% of images
Saturation: Between -7% and +7%
Brightness: Between -8% and +8%
Exposure: Between -7% and +7%
Blur: Up to 0.75px
Bounding Box: Brightness: Between -7% and +7%
Bounding Box: Exposure: Between -7% and +7%
Bounding Box: Blur: Up to 0.75px
Bounding Box: Noise: Up to 1% of pixels

Similar Projects

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employee surveillance
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train
Labels
Attributes
Raw Data

Annotations

Group:
monitoring-of-employees

Classes

Layers

 
cabin
3
 
employee
4
 
empty chair
2
 
occupied chair
1

Unused Classes

bayarea
cabin area
chair
employee not working
employee working
employees
employees discussing
monitoring-of-employees
object

Tags

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

Attributes

istockphoto-1466189076-640_adpp_is_mp4-157.jpg

416x416
0.17MP

Updated Apr 24, 55385

11:13AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 1% to 100%
Y: 0% to 100%
Resize Stretch to 416x416
Auto-Adjust Contrast Contrast Stretching
Brightness Applied Per Bounding Box
Exposure Applied Per Bounding Box
Blur Applied Per Bounding Box
Noise Applied Per Bounding Box
Flip Both
90° Rotate Applied
Rotation 0°
Shear X: -5°
Y: 6°
Saturation 4%
Brightness 4%
Exposure -4%
Blur 0.25px

Annotation History

Loading...

Raw Data

Source Data

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    "label": [],
    "labels": [],
    "name": "istockphoto-1466189076-640_adpp_is_mp4-157.jpg",
    "numSteps": 16,
    "owner": "2wxm0w1XgrWNtQnNKg81",
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        "auto-contrast:[\"Contrast Stretching\"]",
        "brightness:[[4],[-2],[4],[3],[5],[1],[-5],[4],[0],[2]]",
        "exposure:[[3],[1],[6],[-1],[6],[1],[4],[3],[2],[1]]",
        "blur:[[0.5],[0.25],[0.75],[0.5],[0],[0.25],[0.5],[0.5],[0.25],[0.75]]",
        "noise:[[0.5,355751],[0.5,93055],[0.75,39601],[0.5,640999],[0.25,372824],[0.75,765711],[0.25,165691],[0.25,555488],[0.5,488402],[0,292430]]",
        "flip:[\"both\"]",
        "ninety:[0]",
        "rotate:[0]",
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        "saturation:[4]",
        "brightness:[4]",
        "exposure:[-4]",
        "blur:[0.25]"
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
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        },
        {
            "name": "Static Crop",
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        },
        {
            "name": "Resize",
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        },
        {
            "name": "Auto-Adjust Contrast",
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        },
        {
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        },
        {
            "name": "Exposure",
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        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "0°"
        },
        {
            "name": "Shear",
            "value": "X: -5°<br/>Y: 6°"
        },
        {
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        {
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        },
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        },
        {
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    "updatedDate": "Apr 24, 55385",
    "updatedTime": "11:13AM",
    "updatedTimezone": "+00:00",
    "versions": [
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    ],
    "width": 416
}

Annotation Data

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