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kidney stone detection by labeling

Object Detection

Dataset Versions

Try Pre-Trained Model

v28

2023-06-20 8:40am

Generated on Jun 20, 2023

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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3166 Total Images

View All Images

Dataset Split

Train Set 92%

2902Images

Valid Set 4%

135Images

Test Set 4%

129Images

Preprocessing

Auto-Orient: Applied

Static Crop: 14-86% Horizontal Region, 14-86% Vertical Region

Resize: Stretch to 260x260

Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Similar Projects

Annotations

Group:

kidney-stone

kidimg-6051-.jpg

260x260

0.07MP

Updated Jun 30, 55436

7:00AM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient

Applied

Static Crop

X: 14% to 86%
Y: 14% to 86%

Resize

Stretch to 260x260

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "znzgRIFpbnYk0OPgptzs"
    ],
    "destination": "87ea1aa98554ade38afe01cbca2cea75",
    "height": 260,
    "id": "lVNTD8pNcrCGSla6Gspq",
    "label": [],
    "labels": [],
    "name": "kidimg-6051-.jpg",
    "numSteps": 3,
    "owner": "h9zK5n6lbIfaQDgk18b7FkTCP083",
    "preprocessing": [
        "auto-orient",
        "static-crop:[14,86,14,86]",
        "resize:[\"Stretch to\",260,260]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 14% to 86%<br/>Y: 14% to 86%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 260x260"
        }
    ],
    "source": "lVNTD8pNcrCGSla6Gspq",
    "split": "test",
    "split.znzgRIFpbnYk0OPgptzs.10": "train",
    "split.znzgRIFpbnYk0OPgptzs.11": "train",
    "split.znzgRIFpbnYk0OPgptzs.12": "train",
    "split.znzgRIFpbnYk0OPgptzs.13": "test",
    "split.znzgRIFpbnYk0OPgptzs.14": "test",
    "split.znzgRIFpbnYk0OPgptzs.15": "test",
    "split.znzgRIFpbnYk0OPgptzs.16": "test",
    "split.znzgRIFpbnYk0OPgptzs.17": "test",
    "split.znzgRIFpbnYk0OPgptzs.18": "test",
    "split.znzgRIFpbnYk0OPgptzs.19": "test",
    "split.znzgRIFpbnYk0OPgptzs.20": "test",
    "split.znzgRIFpbnYk0OPgptzs.21": "test",
    "split.znzgRIFpbnYk0OPgptzs.22": "test",
    "split.znzgRIFpbnYk0OPgptzs.23": "test",
    "split.znzgRIFpbnYk0OPgptzs.24": "test",
    "split.znzgRIFpbnYk0OPgptzs.25": "test",
    "split.znzgRIFpbnYk0OPgptzs.26": "test",
    "split.znzgRIFpbnYk0OPgptzs.27": "test",
    "split.znzgRIFpbnYk0OPgptzs.28": "test",
    "split.znzgRIFpbnYk0OPgptzs.7": "test",
    "split.znzgRIFpbnYk0OPgptzs.8": "test",
    "split.znzgRIFpbnYk0OPgptzs.9": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[14,86,14,86]\",\n    \"resize:[\\\"Stretch to\\\",260,260]\"\n]",
    "updated": 1687239615653,
    "updatedDate": "Jun 30, 55436",
    "updatedTime": "7:00AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "znzgRIFpbnYk0OPgptzs/10",
        "znzgRIFpbnYk0OPgptzs/11",
        "znzgRIFpbnYk0OPgptzs/12",
        "znzgRIFpbnYk0OPgptzs/13",
        "znzgRIFpbnYk0OPgptzs/14",
        "znzgRIFpbnYk0OPgptzs/15",
        "znzgRIFpbnYk0OPgptzs/16",
        "znzgRIFpbnYk0OPgptzs/17",
        "znzgRIFpbnYk0OPgptzs/18",
        "znzgRIFpbnYk0OPgptzs/19",
        "znzgRIFpbnYk0OPgptzs/20",
        "znzgRIFpbnYk0OPgptzs/21",
        "znzgRIFpbnYk0OPgptzs/22",
        "znzgRIFpbnYk0OPgptzs/23",
        "znzgRIFpbnYk0OPgptzs/24",
        "znzgRIFpbnYk0OPgptzs/25",
        "znzgRIFpbnYk0OPgptzs/26",
        "znzgRIFpbnYk0OPgptzs/27",
        "znzgRIFpbnYk0OPgptzs/28",
        "znzgRIFpbnYk0OPgptzs/7",
        "znzgRIFpbnYk0OPgptzs/8",
        "znzgRIFpbnYk0OPgptzs/9"
    ],
    "width": 260
}

Annotation Data

{
    "boxes": [
        {
            "label": "kidney-stone",
            "x": 160.5,
            "y": 105.5,
            "width": 16,
            "height": 18.5
        },
        {
            "label": "kidney-stone",
            "x": 190,
            "y": 92,
            "width": 7.5,
            "height": 9
        },
        {
            "label": "kidney-stone",
            "x": 198.5,
            "y": 164,
            "width": 15.5,
            "height": 14.5
        }
    ],
    "height": 260,
    "key": "kidimg (6051).jpg",
    "width": 260
}

kidney stone detection by labeling

Dataset Versions

2023-06-20 8:40am

Popular Download Formats

3166 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

kidimg-6051-.jpg

Updated Jun 30, 55436

Generated by Roboflow

Testing Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data