Dataset Versions

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2024-08-06 11:35pm
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2023-12-11 1:03pm
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v1
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v9

2023-12-11 1:03pm

Generated on Dec 11, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 96%
141Images
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
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
cell-pore-membrane

Classes

Layers

 
cell
27
 
membrane
42
 
pore
40

Tags

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

Attributes

210429-000009.png

640x640
0.41MP

Updated Sep 16, 55912

6:28AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 97%
Centered on 1%, 44%
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
90° Rotate Applied
Rotation
Blur 1.5px
Noise 2.75%

Annotation History

Loading...

Raw Data

Source Data

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    "classes": {
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        "membrane": 4245,
        "pore": 3551
    },
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    ],
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    "height": 640,
    "id": "QVYxnxS7PU8u7FLyXqSe",
    "label": [],
    "labels": [],
    "name": "210429-000009.png",
    "numSteps": 8,
    "owner": "QiUUhTpEl5drrB75r3htHgP8Iwp2",
    "preprocessing": [
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        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "ninety:[90]",
        "rotate:[3]",
        "blur:[1.5]",
        "noise:[2.75,668200]"
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
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            "value": "Keep 97%<br />Centered on 1%, 44%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "3°"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Noise",
            "value": "2.75%"
        }
    ],
    "source": "QVYxnxS7PU8u7FLyXqSe",
    "split": "train",
    "split.DPEf7D8hDVE92rBWIHKU.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[97,0.012496,0.438268]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"ninety:[90]\",\n    \"rotate:[3]\",\n    \"blur:[1.5]\",\n    \"noise:[2.75,668200]\"\n]",
    "updated": 1702267424910,
    "updatedDate": "Sep 16, 55912",
    "updatedTime": "6:28AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DPEf7D8hDVE92rBWIHKU/9"
    ],
    "width": 640
}
                            
                            

Annotation Data

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