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Road Object Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-09-03 9:53am

Generated on Sep 3, 2024

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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.

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7669 Total Images

View All Images

Dataset Split

Train Set 75%

5768Images

Valid Set 25%

1901Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Potholes

frame_24026.jpg

640x640

0.41MP

Updated Apr 10, 56652

4:40PM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
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    "id": "boNAg1XJWOcOrN3n3C0T",
    "label": [],
    "labels": [],
    "name": "frame_24026.jpg",
    "numSteps": 2,
    "owner": "CZRmhU7AqqWPtksRnaiyegD5lBb2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "boNAg1XJWOcOrN3n3C0T",
    "split": "valid",
    "split.gV64gZmz5kvZ9fS3SF9G.3": "valid",
    "split.gV64gZmz5kvZ9fS3SF9G.4": "valid",
    "split.gV64gZmz5kvZ9fS3SF9G.5": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1725605916020,
    "updatedDate": "Apr 10, 56652",
    "updatedTime": "4:40PM",
    "updatedTimezone": "+00:00",
    "versions": [
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        "gV64gZmz5kvZ9fS3SF9G/4",
        "gV64gZmz5kvZ9fS3SF9G/5"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Longitudinal-Crack",
            "x": 269,
            "y": 522,
            "width": 36,
            "height": 235.5
        }
    ],
    "height": 640,
    "key": "frame_24026.jpg",
    "width": 640
}

Road Object Detection

Dataset Versions

2024-09-03 9:53am

Popular Download Formats

7669 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

frame_24026.jpg

Updated Apr 10, 56652

Generated by Roboflow

Validation Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data