Dataset Versions

v1

2024-07-15 9:57pm

Generated on Jul 15, 2024

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.

Dataset Split

Train Set 88%
2616Images
Valid Set 8%
250Images
Test Set 4%
123Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 2.52% of pixels

Similar Projects

See More
Project 1
Annotate
vlc-record-2024-06-02-10h33m16s-London-Heathrow-LHR-_-Pilots-cockpit-view-of-early-morning-Airbus-approach-landing-runway-09L_mp4-_mp4-0077.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
plane

CLASSES

LAYERS

 
location-sign
2
 
plane
3

Unused Classes

ground-vehicle
holding-sign
intersection-sign
person
tail-number

Tags

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

Attributes

vlc-record-2024-06-02-10h33m16s-London-Heathrow-LHR-_-Pilots-cockpit-view-of-early-morning-Airbus-approach-landing-runway-09L_mp4-_mp4-0077.jpg

640x640
0.41MP

Updated Jul 15, 2024

9:57PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 93%
Centered on 80%, 66%
Resize Stretch to 640x640
Rotation
Shear X: 4°
Y: -7°
Blur 2.25px
Noise 0.6%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "holding-sign": 8,
        "plane": 2502,
        "tail-number": 425,
        "ground-vehicle": 708,
        "intersection-sign": 162,
        "person": 15,
        "location-sign": 402
    },
    "datasets": [
        "DKboApoWlsNcEdVOkfup"
    ],
    "destination": "6145e243d11e0b763b6ea1b0ee418dd2",
    "height": 640,
    "id": "I6AjfNfd3tDqJpikecdr",
    "label": [],
    "labels": [],
    "name": "vlc-record-2024-06-02-10h33m16s-London-Heathrow-LHR-_-Pilots-cockpit-view-of-early-morning-Airbus-approach-landing-runway-09L_mp4-_mp4-0077.jpg",
    "numSteps": 7,
    "owner": "4c7Y00Et4uICdP4ZCyy6",
    "preprocessing": [
        "auto-orient",
        "crop:[93,0.801107,0.655774]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[3]",
        "shear:[4,-7]",
        "blur:[2.25]",
        "noise:[0.6,205147]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 93%<br />Centered on 80%, 66%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "3°"
        },
        {
            "name": "Shear",
            "value": "X: 4°<br/>Y: -7°"
        },
        {
            "name": "Blur",
            "value": "2.25px"
        },
        {
            "name": "Noise",
            "value": "0.6%"
        }
    ],
    "source": "I6AjfNfd3tDqJpikecdr",
    "split": "train",
    "split.DKboApoWlsNcEdVOkfup.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[93,0.801107,0.655774]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[3]\",\n    \"shear:[4,-7]\",\n    \"blur:[2.25]\",\n    \"noise:[0.6,205147]\"\n]",
    "updated": {
        "_seconds": 1721080669,
        "_nanoseconds": 307000000
    },
    "updatedDate": "Jul 15, 2024",
    "updatedTime": "9:57PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DKboApoWlsNcEdVOkfup/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "plane",
            "x": 541.7232052276001,
            "y": 95.03743299278271,
            "width": 119.18787428542237,
            "height": 98.76738467503603
        },
        {
            "label": "location-sign",
            "x": 492.4829955613114,
            "y": 301.7377643812609,
            "width": 97.28013920955561,
            "height": 58.911700246183386
        },
        {
            "label": "location-sign",
            "x": 376.958048084378,
            "y": 219.36253498482148,
            "width": 59.81463404244448,
            "height": 37.40406577630023
        },
        {
            "label": "plane",
            "x": 329.50250832786674,
            "y": 115.69614447521995,
            "width": 71.02411136764454,
            "height": 46.852281429508736
        },
        {
            "label": "plane",
            "x": 448.6068289358223,
            "y": 93.82689260627289,
            "width": 77.16376291777783,
            "height": 53.096762694895205
        }
    ],
    "height": 640,
    "key": "vlc-record-2024-06-02-10h33m16s-London Heathrow (LHR) _ Pilots + cockpit view of early morning Airbus approach + landing runway 09L_mp4-_mp4-0077.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)
170%
Reset