Dataset Versions

v1

2024-09-09 3:55pm

Generated on Sep 9, 2024

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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Labels
Attributes
Raw Data

Annotations

Group: Lung
 
Lung
3
 
Pericardium
1
 
Robot-arm
1

Unused Classes

Aorta
Diaphragm
Port
Right atrium
Suture

Attributes

square_mp4-0001.jpg

640x360
0.23MP

Updated Jul 5, 56661

1:34PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit within 640x640
Rotation Applied Per Bounding Box
Brightness 11%

Annotation History

Loading...

Raw Data

Source Data

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    "classes": {
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        "Diaphragm": 46,
        "Lung": 89,
        "Pericardium": 73,
        "Port": 3,
        "Right atrium": 10,
        "Robot-arm": 98,
        "Suture": 15
    },
    "datasets": [
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    ],
    "destination": "14d9dbab11fa033e42dd0218354dfd5d",
    "height": 360,
    "id": "hVA7KxiuWP16zYSBstgO",
    "label": [],
    "labels": [],
    "name": "square_mp4-0001.jpg",
    "numSteps": 4,
    "owner": "SsHkh5vo0oUqd6CY05PQmQAyhY62",
    "preprocessing": [
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        "resize:[\"Fit within\",640,640]",
        "rotate:[[-11],[1],[6],[-6],[-5]]",
        "brightness:[11]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "11%"
        }
    ],
    "source": "hVA7KxiuWP16zYSBstgO",
    "split": "train",
    "split.S0tgPF9lx44I8X3yaiQP.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"rotate:[[-11],[1],[6],[-6],[-5]]\",\n    \"brightness:[11]\"\n]",
    "updated": 1725897332049,
    "updatedDate": "Jul 5, 56661",
    "updatedTime": "1:34PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "S0tgPF9lx44I8X3yaiQP/1"
    ],
    "width": 640
}
                            
                            

Annotation Data

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