Dataset Versions

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2024-08-06 11:35pm
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v1
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v17

2023-12-18 12:48pm

Generated on Dec 18, 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 100%
165Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -10% and +10%
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
22
 
membrane
50
 
pore
33

Tags

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

Attributes

test1-000071.png

1280x960
1.23MP

Updated Nov 5, 55931

10:50AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Adjust Contrast Adaptive Equalization
Flip Vertical
Brightness -1%
Blur 1px
Noise 4%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "cell": 2192,
        "membrane": 4447,
        "pore": 3787
    },
    "datasets": [
        "DPEf7D8hDVE92rBWIHKU"
    ],
    "destination": "634e89bdbb2d20e67bb238a621399efa",
    "height": 960,
    "id": "k5LCVZmg52KGSTnTwxna",
    "label": [],
    "labels": [],
    "name": "test1-000071.png",
    "numSteps": 5,
    "owner": "QiUUhTpEl5drrB75r3htHgP8Iwp2",
    "preprocessing": [
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"vertical\"]",
        "brightness:[-1]",
        "blur:[1]",
        "noise:[4,625540]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Brightness",
            "value": "-1%"
        },
        {
            "name": "Blur",
            "value": "1px"
        },
        {
            "name": "Noise",
            "value": "4%"
        }
    ],
    "source": "k5LCVZmg52KGSTnTwxna",
    "split": "train",
    "split.DPEf7D8hDVE92rBWIHKU.17": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"brightness:[-1]\",\n    \"blur:[1]\",\n    \"noise:[4,625540]\"\n]",
    "updated": 1702871290214,
    "updatedDate": "Nov 5, 55931",
    "updatedTime": "10:50AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DPEf7D8hDVE92rBWIHKU/17"
    ],
    "width": 1280
}
                            
                            

Annotation Data

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