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2024-11-28 1:43pm
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2024-08-08 2:35pm
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v14
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v13
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2024-06-24 3:42pm
v12
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6 months ago
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v11
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v9
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v8
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v7
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v6
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v5
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v3
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v2
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v1
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6 months ago
v14

2024-08-05 12:35pm

Generated on Aug 5, 2024

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Dataset Split

Train Set 79%
30Images
Valid Set 13%
5Images
Test Set 8%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 10% Minimum Zoom, 30% Maximum Zoom
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels

Similar Projects

See More
518 images 1 model
microorganism detection
Annotate
-5-50-3-1-.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
microorganism-

CLASSES

LAYERS

 
imago
4
 
larva
31

Unused Classes

Adult
m

Tags

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

Attributes

-5-50-3-1-.jpg

640x640
0.41MP

Updated Aug 5, 2024

12:35PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 71%
Centered on 63%, 90%
Resize Stretch to 640x640
Flip Vertical
90° Rotate Applied
Saturation -22%
Blur 1px
Noise 0.89%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "larva": 578,
        "imago": 102
    },
    "datasets": [
        "ElY5iImWDzTnaD9FlFSB"
    ],
    "destination": "5395550c2c7cb03d12787e29a8a5d567",
    "height": 640,
    "id": "TO7eHkjQPlNjAA7dSHSs",
    "label": [],
    "labels": [],
    "name": "-5-50-3-1-.jpg",
    "numSteps": 8,
    "owner": "IRk0O1aI3mTpSFMPZjsGLwKf3k42",
    "preprocessing": [
        "auto-orient",
        "crop:[71,0.630234,0.902039]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"vertical\"]",
        "ninety:[90]",
        "saturation:[-22]",
        "blur:[1]",
        "noise:[0.89,300047]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 71%<br />Centered on 63%, 90%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "-22%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "0.89%"
        }
    ],
    "source": "TO7eHkjQPlNjAA7dSHSs",
    "split": "train",
    "split.ElY5iImWDzTnaD9FlFSB.14": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[71,0.630234,0.902039]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[90]\",\n    \"saturation:[-22]\",\n    \"blur:[1]\",\n    \"noise:[0.89,300047]\"\n]",
    "updated": {
        "_seconds": 1722861313,
        "_nanoseconds": 307000000
    },
    "updatedDate": "Aug 5, 2024",
    "updatedTime": "12:35PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "ElY5iImWDzTnaD9FlFSB/14"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "imago",
            "x": 394.5,
            "y": 341,
            "width": 14,
            "height": 9
        },
        {
            "label": "imago",
            "x": 354,
            "y": 353,
            "width": 14,
            "height": 8
        },
        {
            "label": "imago",
            "x": 326.5,
            "y": 373.5,
            "width": 9,
            "height": 16
        },
        {
            "label": "imago",
            "x": 362.5,
            "y": 242.5,
            "width": 14,
            "height": 7
        },
        {
            "label": "larva",
            "x": 379,
            "y": 295.5,
            "width": 6,
            "height": 4
        },
        {
            "label": "larva",
            "x": 322,
            "y": 257.5,
            "width": 6,
            "height": 4
        },
        {
            "label": "larva",
            "x": 325.5,
            "y": 311.5,
            "width": 4,
            "height": 5
        },
        {
            "label": "larva",
            "x": 331,
            "y": 338,
            "width": 3,
            "height": 5
        },
        {
            "label": "larva",
            "x": 336,
            "y": 349,
            "width": 4,
            "height": 4
        },
        {
            "label": "larva",
            "x": 350,
            "y": 337,
            "width": 4,
            "height": 5
        },
        {
            "label": "larva",
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            "y": 338,
            "width": 4,
            "height": 6
        },
        {
            "label": "larva",
            "x": 311.5,
            "y": 350.5,
            "width": 4,
            "height": 4
        },
        {
            "label": "larva",
            "x": 302.5,
            "y": 332.5,
            "width": 4,
            "height": 6
        },
        {
            "label": "larva",
            "x": 256,
            "y": 356,
            "width": 5,
            "height": 4
        },
        {
            "label": "larva",
            "x": 292.5,
            "y": 207.5,
            "width": 4,
            "height": 4
        },
        {
            "label": "larva",
            "x": 361,
            "y": 502,
            "width": 8,
            "height": 6
        },
        {
            "label": "larva",
            "x": 365.5,
            "y": 419.5,
            "width": 5,
            "height": 4
        },
        {
            "label": "larva",
            "x": 371.5,
            "y": 391,
            "width": 4,
            "height": 6
        },
        {
            "label": "larva",
            "x": 399,
            "y": 436.5,
            "width": 7,
            "height": 4
        },
        {
            "label": "larva",
            "x": 398.5,
            "y": 389.5,
            "width": 5,
            "height": 4
        },
        {
            "label": "larva",
            "x": 401.5,
            "y": 379.5,
            "width": 4,
            "height": 6
        },
        {
            "label": "larva",
            "x": 399,
            "y": 334.5,
            "width": 6,
            "height": 3
        },
        {
            "label": "larva",
            "x": 397,
            "y": 325,
            "width": 4,
            "height": 4
        },
        {
            "label": "larva",
            "x": 411.5,
            "y": 325,
            "width": 4,
            "height": 6
        },
        {
            "label": "larva",
            "x": 404.5,
            "y": 294,
            "width": 4,
            "height": 4
        },
        {
            "label": "larva",
            "x": 418.5,
            "y": 311.5,
            "width": 6,
            "height": 6
        },
        {
            "label": "larva",
            "x": 426,
            "y": 323.5,
            "width": 6,
            "height": 4
        },
        {
            "label": "larva",
            "x": 430.5,
            "y": 311.5,
            "width": 5,
            "height": 4
        },
        {
            "label": "larva",
            "x": 436,
            "y": 304.5,
            "width": 7,
            "height": 4
        },
        {
            "label": "larva",
            "x": 442.5,
            "y": 271.5,
            "width": 5,
            "height": 4
        },
        {
            "label": "larva",
            "x": 460,
            "y": 340,
            "width": 5,
            "height": 5
        },
        {
            "label": "larva",
            "x": 374,
            "y": 530.5,
            "width": 5,
            "height": 4
        },
        {
            "label": "larva",
            "x": 205.5,
            "y": 220.5,
            "width": 3,
            "height": 6
        },
        {
            "label": "larva",
            "x": 252,
            "y": 307,
            "width": 4,
            "height": 4
        },
        {
            "label": "larva",
            "x": 300.5,
            "y": 363,
            "width": 4,
            "height": 3
        }
    ],
    "height": 640,
    "key": "성5유50-3(1).jpg",
    "width": 640
}

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