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Green Yellow Red light detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-08-26 12:43am

Generated on Aug 26, 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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130 Total Images

View All Images

Dataset Split

Train Set 88%

114Images

Valid Set 8%

10Images

Test Set 5%

6Images

Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3

Shear: ±10° Horizontal, ±10° Vertical

Similar Projects

Annotations

Group:

Green-Yellow-Red-Lights

bigstock-Modern-Traffic-Light-With-Red-471173327-300x200.jpg

640x640

0.41MP

Updated Jun 12, 56621

12:04AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fit (black edges) in 640x640

Shear

X: -3°
Y: -8°

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "cWf66qpcqVWBpiVD8YkL"
    ],
    "destination": "8073291028acdce11aa92ff3e6a2846f",
    "height": 640,
    "id": "2tncRAyTqOnhGSdWEF14",
    "label": [],
    "labels": [],
    "name": "bigstock-Modern-Traffic-Light-With-Red-471173327-300x200.jpg",
    "numSteps": 3,
    "owner": "d2p8Ue4nA5Y4y6UeZz8r3vGpMmu1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",640,640]",
        "shear:[-3,-8]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Shear",
            "value": "X: -3°<br/>Y: -8°"
        }
    ],
    "source": "2tncRAyTqOnhGSdWEF14",
    "split": "train",
    "split.cWf66qpcqVWBpiVD8YkL.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"shear:[-3,-8]\"\n]",
    "updated": 1724632992259,
    "updatedDate": "Jun 12, 56621",
    "updatedTime": "12:04AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "cWf66qpcqVWBpiVD8YkL/5"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "red light",
            "x": 399.8806046769406,
            "y": 217.18339758670953,
            "width": 40.698202597128784,
            "height": 41.863029941909986
        }
    ],
    "height": 640,
    "key": "bigstock-Modern-Traffic-Light-With-Red-471173327-300x200.jpg",
    "width": 640
}

Green Yellow Red light detection

Dataset Versions

2024-08-26 12:43am

Popular Download Formats

130 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

bigstock-Modern-Traffic-Light-With-Red-471173327-300x200.jpg

Updated Jun 12, 56621

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data