Dataset Versions

2024-10-29 5:58am

v1

2024-10-29 5:58am

Generated on Oct 29, 2024

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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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222 Total Images

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Dataset Split

Train Set 100%

222Images

Valid Set %

0Images

Test Set %

0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -15° and +15°

Blur: Up to 4.5px

Noise: Up to 1.25% of pixels

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Road

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PXL_20241029_051505542.jpg

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Annotations

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cars

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Attributes

PXL_20241029_051505542.jpg

1152x2048

2.36MP

Updated Oct 29, 2024

5:58AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize

Fit within 2048x2048

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {},
    "datasets": [
        "IFFSFno5yWXbl1BlTl7s"
    ],
    "destination": "01c1a272b20ac3933afcb5b79c757f39",
    "height": 2048,
    "id": "CIkLiaBFcLCh77yYxmz5",
    "label": [],
    "labels": [],
    "name": "PXL_20241029_051505542.jpg",
    "numSteps": 1,
    "owner": "3qXf8eD5Dfc2Vu0RhVejXBod8BC3",
    "preprocessing": [
        "resize:[\"Fit within\",2048,2048]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Fit within 2048x2048"
        }
    ],
    "source": "CIkLiaBFcLCh77yYxmz5",
    "split": "train",
    "split.IFFSFno5yWXbl1BlTl7s.1": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Fit within\\\",2048,2048]\"\n]",
    "updated": {
        "_seconds": 1730181493,
        "_nanoseconds": 507000000
    },
    "updatedDate": "Oct 29, 2024",
    "updatedTime": "5:58AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "IFFSFno5yWXbl1BlTl7s/1"
    ],
    "width": 1152
}

{
    "boxes": [],
    "height": 2048,
    "key": "PXL_20241029_051505542.jpg",
    "width": 1152
}

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