Dataset Versions

v1

grayScaleImages

Generated on May 2, 2022

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Dataset Split

Train Set 88%
2100Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Blur: Up to 1.5px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±16° Horizontal, ±16° Vertical
greyScaleImages
Annotate
598.png
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train
Labels
Attributes
Raw Data

Annotations

Group:
RoboticArm

CLASSES

LAYERS

 
RoboticArm
1

Tags

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

Attributes

598.png

416x416
0.17MP

Updated May 2, 2022

3:32PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Applied Per Bounding Box
Resize Stretch to 416x416
Shear Applied Per Bounding Box
Blur 0px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "kOB502xppD3gQAR7Q96G"
    ],
    "destination": "3a15d123ee1fc676c98d9f5dd75d752b",
    "height": 416,
    "id": "QQFMRTH8F6DvMwJ3AA40",
    "label": [],
    "labels": [],
    "name": "598.png",
    "numSteps": 5,
    "owner": "9toby6GDBrcw78ihWaaSBeKSJCx2",
    "preprocessing": [
        "auto-orient",
        "crop:[[100,0.048321,0.08886]]",
        "resize:[\"Stretch to\",416,416]",
        "shear:[[6,4]]",
        "blur:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "0px"
        }
    ],
    "source": "QQFMRTH8F6DvMwJ3AA40",
    "split": "train",
    "split.kOB502xppD3gQAR7Q96G.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[[100,0.048321,0.08886]]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"shear:[[6,4]]\",\n    \"blur:[0]\"\n]",
    "updated": {
        "_seconds": 1651505534,
        "_nanoseconds": 53000000
    },
    "updatedDate": "May 2, 2022",
    "updatedTime": "3:32PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "kOB502xppD3gQAR7Q96G/1"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "RoboticArm",
            "x": 215,
            "y": 236,
            "width": 400.25,
            "height": 349.75
        }
    ],
    "height": 416,
    "key": "598.png",
    "width": 416
}

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