Dataset Versions

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2024-08-06 11:35pm
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v1
·
a year ago
v25

2024-01-04 3:25pm

Generated on Jan 4, 2024

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%
177Images
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 1px
Noise: Up to 0.5% 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
57
 
pore
39

Tags

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

Attributes

test1-000071.png

1280x960
1.23MP

Updated Sep 8, 55978

11:38PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Adjust Contrast Adaptive Equalization
Flip Horizontal
Brightness 2%
Blur 0.25px
Noise 0.06%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "cell": 2584,
        "membrane": 5358,
        "pore": 4610
    },
    "datasets": [
        "DPEf7D8hDVE92rBWIHKU"
    ],
    "destination": "1c4ec63f7461f755af27e6494878341c",
    "height": 960,
    "id": "k5LCVZmg52KGSTnTwxna",
    "label": [],
    "labels": [],
    "name": "test1-000071.png",
    "numSteps": 5,
    "owner": "QiUUhTpEl5drrB75r3htHgP8Iwp2",
    "preprocessing": [
        "auto-contrast:[\"Adaptive Equalization\"]",
        "flip:[\"horizontal\"]",
        "brightness:[2]",
        "blur:[0.25]",
        "noise:[0.06,104982]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Blur",
            "value": "0.25px"
        },
        {
            "name": "Noise",
            "value": "0.06%"
        }
    ],
    "source": "k5LCVZmg52KGSTnTwxna",
    "split": "train",
    "split.DPEf7D8hDVE92rBWIHKU.25": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"brightness:[2]\",\n    \"blur:[0.25]\",\n    \"noise:[0.06,104982]\"\n]",
    "updated": 1704349553902,
    "updatedDate": "Sep 8, 55978",
    "updatedTime": "11:38PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DPEf7D8hDVE92rBWIHKU/25"
    ],
    "width": 1280
}
                            
                            

Annotation Data

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