Dataset Versions

Try Pre-Trained Model
Versions
2024-06-24 5:51pm
v1
·
9 months ago
v1

2024-06-24 5:51pm

Generated on Jun 24, 2024
Download

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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

2744 Total Images

View All Images
Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image Annotation Visualization Dataset Image

Dataset Split

Train Set 92%
2535Images
Valid Set 4%
104Images
Test Set 4%
105Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Blur: Up to 3.8px
Noise: Up to 1.96% of pixels

Similar Projects

See More
des maladies pulmonaires
Annotate
1 / 13
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: Normal-case
 
malignant-case
1

Unused Classes

Normal-case

Attributes

Malignant-case-385-.jpg

640x640
0.41MP

Updated Nov 29, 56450

10:56AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 87%
Centered on 98%, 49%
Resize Stretch to 640x640
Auto-Adjust Contrast Contrast Stretching
90° Rotate Applied
Shear X: 8°
Y: -7°
Saturation -19%
Brightness -1%
Blur 2.75px
Noise 1.21%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "RfC8W0pvqRzLHm0g8IrQ"
    ],
    "destination": "cc354baa5d8047d02f89572ccf3d5530",
    "height": 640,
    "id": "nD4C70C0X9Ad50Vn98gd",
    "label": [],
    "labels": [],
    "name": "Malignant-case-385-.jpg",
    "numSteps": 10,
    "owner": "Q0BMqQLRu8SI6e7vomDxgB8sbMB3",
    "preprocessing": [
        "auto-orient",
        "crop:[87,0.983011,0.488436]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "ninety:[0]",
        "shear:[8,-7]",
        "saturation:[-19]",
        "brightness:[-1]",
        "blur:[2.75]",
        "noise:[1.21,725013]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 87%<br />Centered on 98%, 49%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Shear",
            "value": "X: 8°<br/>Y: -7°"
        },
        {
            "name": "Saturation",
            "value": "-19%"
        },
        {
            "name": "Brightness",
            "value": "-1%"
        },
        {
            "name": "Blur",
            "value": "2.75px"
        },
        {
            "name": "Noise",
            "value": "1.21%"
        }
    ],
    "source": "nD4C70C0X9Ad50Vn98gd",
    "split": "train",
    "split.RfC8W0pvqRzLHm0g8IrQ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[87,0.983011,0.488436]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"ninety:[0]\",\n    \"shear:[8,-7]\",\n    \"saturation:[-19]\",\n    \"brightness:[-1]\",\n    \"blur:[2.75]\",\n    \"noise:[1.21,725013]\"\n]",
    "updated": 1719251521004,
    "updatedDate": "Nov 29, 56450",
    "updatedTime": "10:56AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "RfC8W0pvqRzLHm0g8IrQ/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "malignant-case",
            "x": 321.11781796514595,
            "y": 330.96099917938864,
            "width": 637.7643640697081,
            "height": 618.0780016412227
        }
    ],
    "height": 640,
    "key": "Malignant case (385).jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
180%
Reset