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My Public License Plate Project

Object Detection

Dataset Versions

2022-01-31 2:21pm

3 years ago

2022-01-31 2:21pm

Generated on Jan 31, 2022

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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

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1062 Total Images

View All Images

Dataset Split

Train Set 88%

930Images

Valid Set 8%

88Images

Test Set 4%

44Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Brightness: Between -25% and +25%

Exposure: Between -25% and +25%

Blur: Up to 10px

Noise: Up to 5% of pixels

Similar Projects

Annotations

Group:

License-Plate

i.jpg

416x416

0.17MP

Updated May 31, 54055

8:32AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 89%
Centered on 3%, 75%

Resize

Stretch to 416x416

Brightness

-12%

Exposure

-16%

Blur

8.75px

Noise

3.5%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "tzy8gRjV5RCvrcx8h3vY"
    ],
    "destination": "812937fe7d5f5bb1c78574170fbcaa98",
    "height": 416,
    "id": "mEYRmg2gVKLzH4Djs0kb",
    "label": [],
    "labels": [],
    "name": "i.jpg",
    "numSteps": 7,
    "owner": "PK99vHdTD3vp5hr1ECuz",
    "preprocessing": [
        "auto-orient",
        "crop:[89,0.026224,0.746894]",
        "resize:[\"Stretch to\",416,416]",
        "brightness:[-12]",
        "exposure:[-16]",
        "blur:[8.75]",
        "noise:[3.5,261892]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 89%<br />Centered on 3%, 75%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Brightness",
            "value": "-12%"
        },
        {
            "name": "Exposure",
            "value": "-16%"
        },
        {
            "name": "Blur",
            "value": "8.75px"
        },
        {
            "name": "Noise",
            "value": "3.5%"
        }
    ],
    "source": "mEYRmg2gVKLzH4Djs0kb",
    "split": "train",
    "split.tzy8gRjV5RCvrcx8h3vY.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[89,0.026224,0.746894]\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"brightness:[-12]\",\n    \"exposure:[-16]\",\n    \"blur:[8.75]\",\n    \"noise:[3.5,261892]\"\n]",
    "updated": 1643656869166,
    "updatedDate": "May 31, 54055",
    "updatedTime": "8:32AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "tzy8gRjV5RCvrcx8h3vY/1"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "License-Plate",
            "x": 93.5,
            "y": 93.5,
            "width": 4,
            "height": 2
        },
        {
            "label": "License-Plate",
            "x": 111.5,
            "y": 98.5,
            "width": 6.5,
            "height": 2
        },
        {
            "label": "License-Plate",
            "x": 365,
            "y": 129,
            "width": 27.5,
            "height": 14
        }
    ],
    "height": 416,
    "key": "i.rf.292cc661ef51b17930f9fb2f77291641.jpg",
    "width": 416
}

My Public License Plate Project

Dataset Versions

2022-01-31 2:21pm

Popular Download Formats

1062 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

i.jpg

Updated May 31, 54055

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data