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2024-08-06 11:35pm
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v1
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v8

2023-12-08 7:34pm

Generated on Dec 8, 2023
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129 Total Images

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Dataset Split

Train Set 95%
123Images
Valid Set 2%
3Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -25° and +25°
Blur: Up to 1.5px
Noise: Up to 5% of pixels

Similar Projects

See More
YOLO_SEM_Contain_Membrane
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
cell-pore-membrane

Classes

Layers

 
cell
10
 
membrane
27
 
pore
11

Tags

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

Attributes

test1-000122.png

640x640
0.41MP

Updated Mar 28, 55905

10:03AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 85%
Centered on 37%, 31%
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
90° Rotate Applied
Rotation -6°
Blur 0.25px
Noise 3.75%

Annotation History

Loading...

Raw Data

Source Data

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    "classes": {
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        "membrane": 3752,
        "pore": 3131
    },
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    ],
    "destination": "c318500cce65a61af49fe385e0c16a70",
    "height": 640,
    "id": "JthhaRPM9o8wFb34eSrD",
    "label": [],
    "labels": [],
    "name": "test1-000122.png",
    "numSteps": 8,
    "owner": "QiUUhTpEl5drrB75r3htHgP8Iwp2",
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        "auto-contrast:[\"Adaptive Equalization\"]",
        "ninety:[-90]",
        "rotate:[-6]",
        "blur:[0.25]",
        "noise:[3.75,136094]"
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        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
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        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "3.75%"
        }
    ],
    "source": "JthhaRPM9o8wFb34eSrD",
    "split": "train",
    "split.DPEf7D8hDVE92rBWIHKU.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[85,0.369242,0.308027]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"ninety:[-90]\",\n    \"rotate:[-6]\",\n    \"blur:[0.25]\",\n    \"noise:[3.75,136094]\"\n]",
    "updated": 1702031652231,
    "updatedDate": "Mar 28, 55905",
    "updatedTime": "10:03AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DPEf7D8hDVE92rBWIHKU/8"
    ],
    "width": 640
}

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