Dataset Versions

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Versions
2024-09-29 3:13pm
v4
·
6 months ago
2024-09-12 6:13pm
v2
·
6 months ago
2024-09-09 3:55pm
v1
·
6 months ago
v1

2024-09-09 3:55pm

Generated on Sep 9, 2024
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131 Total Images

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Dataset Split

Train Set 87%
114Images
Valid Set 9%
12Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Bounding Box: Rotation: Between -15° and +15°

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entry_structure_segmentation
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train
Labels
Attributes
Raw Data

Annotations

Group: Lung
 
Lung
2
 
Pericardium
2
 
Robot-arm
3

Unused Classes

Aorta
Diaphragm
Port
Right atrium
Suture

Attributes

square_mp4-0073.jpg

640x360
0.23MP

Updated Jul 5, 56661

2:25PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit within 640x640
Rotation Applied Per Bounding Box
Brightness 10%

Annotation History

Loading...

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "classes": {
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        "Diaphragm": 46,
        "Lung": 89,
        "Pericardium": 73,
        "Port": 3,
        "Right atrium": 10,
        "Robot-arm": 98,
        "Suture": 15
    },
    "datasets": [
        "S0tgPF9lx44I8X3yaiQP"
    ],
    "destination": "b2691951887aa07f44fbbcdccdfdae42",
    "height": 360,
    "id": "NlLxFh4KyQAzsLcm2s8b",
    "label": [],
    "labels": [],
    "name": "square_mp4-0073.jpg",
    "numSteps": 4,
    "owner": "SsHkh5vo0oUqd6CY05PQmQAyhY62",
    "preprocessing": [
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            "value": "Applied"
        },
        {
            "name": "Resize",
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        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "10%"
        }
    ],
    "source": "NlLxFh4KyQAzsLcm2s8b",
    "split": "train",
    "split.S0tgPF9lx44I8X3yaiQP.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"rotate:[[3],[3],[-5],[-6],[0],[-11],[11]]\",\n    \"brightness:[10]\"\n]",
    "updated": 1725897335115,
    "updatedDate": "Jul 5, 56661",
    "updatedTime": "2:25PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "S0tgPF9lx44I8X3yaiQP/1"
    ],
    "width": 640
}

Annotation Data

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