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Prohibited Items X-rayYolov8

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-12-26 11:41pm

v2346

a year ago

v2346

2023-12-26 11:41pm

Generated on Dec 26, 2023

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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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11142 Total Images

View All Images

Dataset Split

Train Set 78%

8685Images

Valid Set 15%

1660Images

Test Set 7%

797Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2

Flip: Horizontal

Similar Projects

Annotations

Group:

Gun-Knife-Pliers-Scissors-Wrench

P00018.jpg

640x640

0.41MP

Updated Oct 15, 55955

3:08PM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "YbmsQ04X1hS6Rdc4mqC8"
    ],
    "destination": "d260a1b6dea85d5154415508798b546b",
    "height": 640,
    "id": "iNZpfVDX5YFsoHrNuwBs",
    "label": [],
    "labels": [],
    "name": "P00018.jpg",
    "numSteps": 2,
    "owner": "jGGthBjobtZmKO08iVEnLQV35GF3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "iNZpfVDX5YFsoHrNuwBs",
    "split": "valid",
    "split.YbmsQ04X1hS6Rdc4mqC8.2346": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1703626873698,
    "updatedDate": "Oct 15, 55955",
    "updatedTime": "3:08PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "YbmsQ04X1hS6Rdc4mqC8/2346"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "-",
            "x": 595,
            "y": 397.5,
            "width": 88,
            "height": 69
        },
        {
            "label": "-",
            "x": 526,
            "y": 434,
            "width": 173,
            "height": 82
        },
        {
            "label": "Sixray - v4 Yolo_data_640",
            "x": 451,
            "y": 223,
            "width": 37,
            "height": 101.5
        },
        {
            "label": "Sixray - v4 Yolo_data_640",
            "x": 473,
            "y": 268.5,
            "width": 105,
            "height": 84
        }
    ],
    "height": 640,
    "key": "P00018_jpg.rf.ea087dada51fa6d1c50b48cade3c16c6.jpg",
    "width": 640
}

Prohibited Items X-rayYolov8

Dataset Versions

2023-12-26 11:41pm

Popular Download Formats

11142 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

P00018.jpg

Updated Oct 15, 55955

Generated by Roboflow

Validation Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data