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vehicle detection dataset

Object Detection

Dataset Versions

2022-09-12 10:08pm

3 years ago

2022-09-03 11:54am

3 years ago

2022-09-12 10:08pm

Generated on Sep 12, 2022

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.

2090 Total Images

View All Images

Dataset Split

Train Set 96%

2010Images

Valid Set 4%

80Images

Test Set %

0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Saturation: Between -30% and +30%

Brightness: Between -30% and +30%

Noise: Up to 2% of pixels

Bounding Box: Rotation: Between -7° and +7°

Bounding Box: Brightness: Between -15% and +15%

Similar Projects

Annotations

Group:

car-bus-truck-motorcycle

istockphoto-507652126-640_adpp_is--1-_mp4-7.jpg

640x640

0.41MP

Updated Oct 16, 54668

10:34PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize

Stretch to 640x640

Rotation

Applied Per Bounding Box

Brightness

Applied Per Bounding Box

Saturation

-19%

Brightness

Noise

0.75%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "MwdGOizBCcKEmha76WkU"
    ],
    "destination": "1edf655765025feb2f92949efcf929c4",
    "height": 640,
    "id": "7FT6Wk41TxnaF0QBU10t",
    "label": [],
    "labels": [],
    "name": "istockphoto-507652126-640_adpp_is--1-_mp4-7.jpg",
    "numSteps": 6,
    "owner": "CIKrj0YinIfmEiPkKr5wEUV3LQ62",
    "preprocessing": [
        "resize:[\"Stretch to\",640,640]",
        "rotate:[[5],[-6],[0],[3],[-6]]",
        "brightness:[[-3],[5],[-3],[-1],[-3]]",
        "saturation:[-19]",
        "brightness:[0]",
        "noise:[0.75,195779]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Saturation",
            "value": "-19%"
        },
        {
            "name": "Brightness",
            "value": "0%"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "7FT6Wk41TxnaF0QBU10t",
    "split": "train",
    "split.MwdGOizBCcKEmha76WkU.2": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[[5],[-6],[0],[3],[-6]]\",\n    \"brightness:[[-3],[5],[-3],[-1],[-3]]\",\n    \"saturation:[-19]\",\n    \"brightness:[0]\",\n    \"noise:[0.75,195779]\"\n]",
    "updated": 1663013284497,
    "updatedDate": "Oct 16, 54668",
    "updatedTime": "10:34PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "MwdGOizBCcKEmha76WkU/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "car",
            "x": 241.5,
            "y": 65.5,
            "width": 43.125,
            "height": 60.875
        },
        {
            "label": "car",
            "x": 360.5,
            "y": 20,
            "width": 35,
            "height": 40
        },
        {
            "label": "car",
            "x": 463,
            "y": 15.5,
            "width": 34.25,
            "height": 30.875
        },
        {
            "label": "car",
            "x": 538,
            "y": 146,
            "width": 70.125,
            "height": 97.625
        },
        {
            "label": "car",
            "x": 547.5,
            "y": 362,
            "width": 123,
            "height": 167.75
        }
    ],
    "height": 640,
    "key": "istockphoto-507652126-640_adpp_is (1)_mp4-7.jpg",
    "width": 640
}

vehicle detection dataset

Dataset Versions

2022-09-12 10:08pm

Popular Download Formats

2090 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

istockphoto-507652126-640_adpp_is--1-_mp4-7.jpg

Updated Oct 16, 54668

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data