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Traffic sign finder v3

Object Detection

Dataset Versions

2023-04-17 4:41pm

2023-04-17 4:41pm

Generated on Apr 17, 2023

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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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9144 Total Images

View All Images

Dataset Split

Train Set 80%

7277Images

Valid Set 14%

1316Images

Test Set 6%

551Images

Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 640x640

Modify Classes: 13 remapped, 51 dropped

Augmentations

Outputs per training example: 2

Bounding Box: Shear: ±18° Horizontal, ±18° Vertical

Bounding Box: Blur: Up to 10px

Bounding Box: Noise: Up to 10% of pixels

Similar Projects

Annotations

Group:

traffic-signs

683px-Zeichen_301_-_Vorfahrt-_StVO_1970-svg.png

640x640

0.41MP

Updated Apr 19, 55262

8:46AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fit (black edges) in 640x640

Modify Classes

Applied

Shear

Applied Per Bounding Box

Blur

Applied Per Bounding Box

Noise

Applied Per Bounding Box

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "rlulAj2YAfCnSYHr8PzO"
    ],
    "destination": "90023af97ac428f4546f6f5f29a6a672",
    "height": 640,
    "id": "F90kwH59NZdilvo6Gnb8",
    "label": [],
    "labels": [],
    "name": "683px-Zeichen_301_-_Vorfahrt-_StVO_1970-svg.png",
    "numSteps": 6,
    "owner": "bJjCrblhujguY0MveKoJ11z7VyI2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",640,640]",
        "remap:[\"9dbf44d4bcf9328726490d7fe08ee175\"]",
        "shear:[[2,-13]]",
        "blur:[[6.5]]",
        "noise:[[9.75,249491]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "Applied Per Bounding Box"
        }
    ],
    "source": "F90kwH59NZdilvo6Gnb8",
    "split": "train",
    "split.rlulAj2YAfCnSYHr8PzO.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"remap:[\\\"9dbf44d4bcf9328726490d7fe08ee175\\\"]\",\n    \"shear:[[2,-13]]\",\n    \"blur:[[6.5]]\",\n    \"noise:[[9.75,249491]]\"\n]",
    "updated": 1681742508407,
    "updatedDate": "Apr 19, 55262",
    "updatedTime": "8:46AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "rlulAj2YAfCnSYHr8PzO/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Intersection with priority",
            "x": 320,
            "y": 320,
            "width": 640,
            "height": 562
        }
    ],
    "height": 640,
    "key": "683px-Zeichen_301_-_Vorfahrt,_StVO_1970-svg.png",
    "width": 640
}

Traffic sign finder v3

Dataset Versions

2023-04-17 4:41pm

Popular Download Formats

9144 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

683px-Zeichen_301_-_Vorfahrt-_StVO_1970-svg.png

Updated Apr 19, 55262

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data