Dataset Versions

WeSecure

Generated on Jun 27, 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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7801 Total Images

View All Images

Dataset Split

Train Set 70%

5461Images

Valid Set 20%

1560Images

Test Set 10%

780Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

Guns

W4057.jpg

416x416

0.17MP

Updated Sep 14, 54457

6:51AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 416x416

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "lDJTupU8Vq7evpHCR1Nx"
    ],
    "destination": "1cd286443079b2a600ade835e1fbba9e",
    "height": 416,
    "id": "sERRRbmPoiWIyI3SSGmc",
    "label": [],
    "labels": [],
    "name": "W4057.jpg",
    "numSteps": 2,
    "owner": "H67llVqtOgglOf8wQEvfXc6W8Nx1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        }
    ],
    "source": "sERRRbmPoiWIyI3SSGmc",
    "split": "train",
    "split.lDJTupU8Vq7evpHCR1Nx.1": "train",
    "split.lDJTupU8Vq7evpHCR1Nx.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\"\n]",
    "updated": 1656351960666,
    "updatedDate": "Sep 14, 54457",
    "updatedTime": "6:51AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "lDJTupU8Vq7evpHCR1Nx/1",
        "lDJTupU8Vq7evpHCR1Nx/2"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "gun",
            "x": 233.5,
            "y": 206,
            "width": 221,
            "height": 412
        }
    ],
    "height": 416,
    "key": "W4057.jpg",
    "width": 416
}

WeSecure

Dataset Versions

WeSecure

Popular Download Formats

7801 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

W4057.jpg

Updated Sep 14, 54457

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data