Dataset Versions

2022-02-21 1:08pm

v1

2022-02-21 1:08pm

Generated on Feb 21, 2022

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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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111 Total Images

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Annotation Visualization

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Annotation Visualization

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Annotation Visualization

Annotation Visualization

Annotation Visualization

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Dataset Split

Train Set 70%

78Images

Valid Set 20%

22Images

Test Set 10%

11Images

Preprocessing

No preprocessing steps were applied.

Augmentations

No augmentations were applied.

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Labels

Attributes

Raw Data

Annotations

Group:

Light

CLASSES

LAYERS

Green light

1

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Attributes

IMG_20210510_234152.jpg

4608x3456

15.93MP

Updated Feb 21, 2022

7:38AM

GMT+00:00

Generated by Roboflow

Training Set

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "datasets": [
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    "destination": "e4b5ec9005c68ce65fe5ad3ff905aef1",
    "height": 3456,
    "id": "6sZ4W8Ys972i8zbZWSnL",
    "label": [],
    "labels": [],
    "name": "IMG_20210510_234152.jpg",
    "numSteps": 0,
    "owner": "xSuzwZr1QOQuxWDHTkwK2P7e1Ih1",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "6sZ4W8Ys972i8zbZWSnL",
    "split": "train",
    "split.ag1mn2yERT90qU1zRvTt.1": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": {
        "_seconds": 1645429096,
        "_nanoseconds": 692000000
    },
    "updatedDate": "Feb 21, 2022",
    "updatedTime": "7:38AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "ag1mn2yERT90qU1zRvTt/1"
    ],
    "width": 4608
}

{
    "boxes": [
        {
            "label": "Green light",
            "x": 3290.5,
            "y": 1138.5,
            "width": 221,
            "height": 179
        }
    ],
    "height": 3456,
    "key": "IMG_20210510_234152.jpg",
    "width": 4608
}

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