motorcycle_orientation_license_detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-05-31 12:13pm

2024-05-29 11:07am

2024-05-27 2:49pm

2024-05-23 1:46pm

2024-05-22 4:31pm

2024-05-21 4:03pm

2024-05-20 5:09pm

2024-05-13 4:33pm

2024-05-13 2:22pm

2024-05-06 3:07pm

2024-05-06 2:17pm

2024-04-29 3:21pm

v18

2024-05-31 12:13pm

Generated on May 31, 2024

Download Dataset

Popular Download Formats

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.

Other Formats

Choose another format.

10980 Total Images

View All Images

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Dataset Split

Train Set 82%

9042Images

Valid Set 12%

1353Images

Test Set 5%

585Images

Preprocessing

Auto-Orient: Applied

Resize: Fit within 640x640

Grayscale: Applied

Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 2

Rotation: Between -15° and +15°

Grayscale: Apply to 23% of images

Saturation: Between -25% and +25%

Similar Projects

See More

motorcycle_orientation_license_detection

Annotate

4 / 12

Show/hide annotations(H)

train

Labels

Attributes

Raw Data

Annotations

Group:

plate-car-bike-front-back

CLASSES

LAYERS

Back_Bike

1

Unused Classes

Front_bike

license plate

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

_105_mp4-0306.jpg

640x480

0.31MP

Updated Oct 6, 56383

1:27AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Fit within 640x640
Grayscale	Applied
Rotation	-8°
Saturation	4%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Back_Bike": 5797,
        "Front_bike": 493,
        "license plate": 1920
    },
    "datasets": [
        "KEjBEZttmK5aK93rzPro"
    ],
    "destination": "c4b9993be32462280edf7b59b4b5e24f",
    "height": 480,
    "id": "YWXexCC31Y0gmswK5Qzl",
    "label": [],
    "labels": [],
    "name": "_105_mp4-0306.jpg",
    "numSteps": 5,
    "owner": "wgQvg4t1JARAIKwAyDlWCcHmMW53",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit within\",640,640]",
        "grayscale",
        "rotate:[-8]",
        "saturation:[4]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-8°"
        },
        {
            "name": "Saturation",
            "value": "4%"
        }
    ],
    "source": "YWXexCC31Y0gmswK5Qzl",
    "split": "train",
    "split.KEjBEZttmK5aK93rzPro.18": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"grayscale\",\n    \"rotate:[-8]\",\n    \"saturation:[4]\"\n]",
    "updated": 1717132440463,
    "updatedDate": "Oct 6, 56383",
    "updatedTime": "1:27AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KEjBEZttmK5aK93rzPro/18"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "label": "Back_Bike",
            "x": 172,
            "y": 309,
            "width": 44,
            "height": 61
        }
    ],
    "height": 480,
    "key": "_105_mp4-0306.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