Dataset Versions

v2

2024-11-21 12:10pm

Generated on Nov 21, 2024

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Dataset Split

Train Set 87%
5916Images
Valid Set 9%
588Images
Test Set 4%
280Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px

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Labels
Attributes
Raw Data

Annotations

Group:
burj_khalifa-chichen_itza

CLASSES

LAYERS

 
roman_colosseum
1

Unused Classes

burj_khalifa
chichen_itza
christ_the_reedemer
eiffel_tower
great_wall_of_china
machu_pichu
pyramids_of_giza
statue_of_liberty
stonehenge
taj_mahal
venezuela_angel_falls

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

f569920863.jpg

661x661
0.44MP

Updated Nov 21, 2024

6:38AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Static Crop X: 8.046332% to 100.000000%
Y: 15.896907% to 86.144330%
Select annotation #1
Tile Row: 1 of 2
Column: 1 of 2
Crop Keep 86%
Centered on 83%, 6%
Resize Stretch to 640x640
Auto-Adjust Contrast Adaptive Equalization
Rotation Applied Per Bounding Box
Exposure Applied Per Bounding Box
Blur Applied Per Bounding Box
90° Rotate Applied
Rotation
Saturation -5%
Brightness 6%
Blur 2.5px
Noise 0.04%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "eiffel_tower": 63,
        "roman_colosseum": 29,
        "machu_pichu": 51,
        "statue_of_liberty": 33,
        "burj_khalifa": 294,
        "great_wall_of_china": 65,
        "stonehenge": 42,
        "venezuela_angel_falls": 31,
        "christ_the_reedemer": 56,
        "chichen_itza": 25,
        "pyramids_of_giza": 67,
        "taj_mahal": 158
    },
    "datasets": [
        "JdQ79ymPtNtaQz6wvbIY"
    ],
    "destination": "53ca94a1743c76b2bdefbae475f0c73d",
    "height": 661,
    "id": "ObxRkaTDdnigrt39fn1j",
    "label": [],
    "labels": [],
    "name": "f569920863.jpg",
    "numSteps": 16,
    "owner": "y1Z3TyxeMHU6iDBSOwPSdNA2oiv1",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"8.046332\",\"100.000000\",\"15.896907\",\"86.144330\"]",
        "select-annotation:[0]",
        "tile:[0,0,2,2]",
        "crop:[86,0.83107,0.055569]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "rotate:[[-3]]",
        "exposure:[[-10]]",
        "blur:[[0.75]]",
        "ninety:[90]",
        "rotate:[2]",
        "saturation:[-5]",
        "brightness:[6]",
        "blur:[2.5]",
        "noise:[0.04,8204]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 8.046332% to 100.000000%<br/>Y: 15.896907% to 86.144330%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Crop",
            "value": "Keep 86%<br />Centered on 83%, 6%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "2°"
        },
        {
            "name": "Saturation",
            "value": "-5%"
        },
        {
            "name": "Brightness",
            "value": "6%"
        },
        {
            "name": "Blur",
            "value": "2.5px"
        },
        {
            "name": "Noise",
            "value": "0.04%"
        }
    ],
    "source": "ObxRkaTDdnigrt39fn1j",
    "split": "train",
    "split.JdQ79ymPtNtaQz6wvbIY.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"8.046332\\\",\\\"100.000000\\\",\\\"15.896907\\\",\\\"86.144330\\\"]\",\n    \"select-annotation:[0]\",\n    \"tile:[0,0,2,2]\",\n    \"crop:[86,0.83107,0.055569]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"rotate:[[-3]]\",\n    \"exposure:[[-10]]\",\n    \"blur:[[0.75]]\",\n    \"ninety:[90]\",\n    \"rotate:[2]\",\n    \"saturation:[-5]\",\n    \"brightness:[6]\",\n    \"blur:[2.5]\",\n    \"noise:[0.04,8204]\"\n]",
    "updated": {
        "_seconds": 1732171113,
        "_nanoseconds": 767000000
    },
    "updatedDate": "Nov 21, 2024",
    "updatedTime": "6:38AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JdQ79ymPtNtaQz6wvbIY/2"
    ],
    "width": 661
}
{
    "boxes": [
        {
            "label": "roman_colosseum",
            "x": 330.5,
            "y": 330.5,
            "width": 661,
            "height": 661
        }
    ],
    "height": 661,
    "key": "f569920863.jpg",
    "width": 661
}

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