Dataset Versions

Iraq

Generated on Sep 19, 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.

Other Formats

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792 Total Images

View All Images

Dataset Split

Train Set 92%

729Images

Valid Set 4%

34Images

Test Set 4%

29Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Similar Projects

Annotations

Group:

building-zeZZ

CLASSES

LAYERS

building-zeZZ

000000000071.jpg

640x640

0.41MP

Updated Sep 19, 2024

5:49PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640
Flip	Horizontal
90° Rotate	Applied

Raw Data

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    "destination": "ee4781889c092547a3c68f724a43ebec",
    "height": 640,
    "id": "AIXDcHbIDjQGXkt5Z23j",
    "label": [],
    "labels": [],
    "name": "000000000071.jpg",
    "numSteps": 4,
    "owner": "GHMHbGjvbEfvrHCRnXHAcfitVb83",
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        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "AIXDcHbIDjQGXkt5Z23j",
    "split": "train",
    "split.BRlEi6fJENby44P5nakZ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[0]\"\n]",
    "updated": {
        "_seconds": 1726768145,
        "_nanoseconds": 720000000
    },
    "updatedDate": "Sep 19, 2024",
    "updatedTime": "5:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "BRlEi6fJENby44P5nakZ/1"
    ],
    "width": 640
}

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}

Iraq

Dataset Versions

Iraq

Popular Download Formats

792 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

000000000071.jpg

Updated Sep 19, 2024

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data