Dataset Versions

Try Pre-Trained Model

2023-12-07 4:32pm

a year ago

2023-12-07 4:32pm

Generated on Dec 7, 2023

Download Dataset

323 Total Images

View All Images

Dataset Split

Train Set 91%

294Images

Valid Set 4%

14Images

Test Set 5%

15Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Blur: Up to 2.5px

Noise: Up to 5% of pixels

Cutout: 3 boxes with 10% size each

Similar Projects

Annotations

Group:

gala-images

1850.jpg

640x640

0.41MP

Updated Jan 25, 55903

2:15PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 90%
Centered on 45%, 41%

Resize

Stretch to 640x640

Blur

1.5px

Noise

1.5%

Cutout

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "cOpeMmUYF6vEq3SPHBdT"
    ],
    "destination": "b852f4701179d1278596961db4eea2dd",
    "height": 640,
    "id": "5DGqWMyRNOuWMEwnijgj",
    "label": [
        "buildings"
    ],
    "labels": [
        "buildings"
    ],
    "name": "1850.jpg",
    "numSteps": 6,
    "owner": "oKbHC1LyxgaS5w1ESz7vUF6P5Zl2",
    "preprocessing": [
        "auto-orient",
        "crop:[90,0.445989,0.40582]",
        "resize:[\"Stretch to\",640,640]",
        "blur:[1.5]",
        "noise:[1.5,386040]",
        "cutout:[{\"masks\":[[10,0.4977639126174187,0.284290593290089],[10,0.7529284929275502,0.8707805083023734],[10,0.08159494899146802,0.39301403545849833]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 90%<br />Centered on 45%, 41%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        },
        {
            "name": "Noise",
            "value": "1.5%"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "5DGqWMyRNOuWMEwnijgj",
    "split": "train",
    "split.cOpeMmUYF6vEq3SPHBdT.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[90,0.445989,0.40582]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"blur:[1.5]\",\n    \"noise:[1.5,386040]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.4977639126174187,0.284290593290089],[10,0.7529284929275502,0.8707805083023734],[10,0.08159494899146802,0.39301403545849833]]}]\"\n]",
    "updated": 1701963152158,
    "updatedDate": "Jan 25, 55903",
    "updatedTime": "2:15PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "cOpeMmUYF6vEq3SPHBdT/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [],
    "height": 640,
    "key": "1850.jpg",
    "width": 640
}

transfer-learning

Dataset Versions

2023-12-07 4:32pm

323 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

1850.jpg

Updated Jan 25, 55903

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data