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Traffic sign detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-02-10 2:09pm

a year ago

2024-02-10 2:09pm

Generated on Feb 10, 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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594 Total Images

View All Images

Dataset Split

Train Set 80%

477Images

Valid Set 13%

78Images

Test Set 7%

39Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Similar Projects

Annotations

Group: traffic-sign

Market in front

Unused Classes

Left turn

Mosque in front

Pedestrian crossing

Rail crossing

Rightturn

School in front

Speed breaker

college in front

crossroad

side road left

side road right

speed limit

traffic-sign

Attributes

Market-in-front45.jpg

640x640

0.41MP

Updated Mar 8, 56080

11:31PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Horizontal

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "Z39s95xknpASDswGng2z"
    ],
    "destination": "119c2f574260c4b0d7287da26555e971",
    "height": 640,
    "id": "EQYwHmzu6NqiWv2HF4BI",
    "label": [],
    "labels": [],
    "name": "Market-in-front45.jpg",
    "numSteps": 3,
    "owner": "EbERALrGO0glxxXyNvZULEHIiW93",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        }
    ],
    "source": "EQYwHmzu6NqiWv2HF4BI",
    "split": "train",
    "split.Z39s95xknpASDswGng2z.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\"\n]",
    "updated": 1707552574277,
    "updatedDate": "Mar 8, 56080",
    "updatedTime": "11:31PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Z39s95xknpASDswGng2z/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Market in front",
            "x": 425.5,
            "y": 220.5,
            "width": 303.5,
            "height": 269.5
        }
    ],
    "height": 640,
    "key": "Market in front45.jpg",
    "width": 640
}

Traffic sign detection

Dataset Versions

2024-02-10 2:09pm

Popular Download Formats

594 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

Market-in-front45.jpg

Updated Mar 8, 56080

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data