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demo_water_gun_detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-05-10 10:03am

Generated on May 10, 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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7458 Total Images

View All Images

Dataset Split

Train Set 92%

6885Images

Valid Set 4%

287Images

Test Set 4%

286Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Brightness: Between -15% and +15%

Noise: Up to 0.18% of pixels

Similar Projects

Annotations

Group:

gun-7MHP

442468334_7576372125732371_5255700462391844163_n_mp4-1958.jpg

640x640

0.41MP

Updated Jan 7, 56326

6:31AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

90° Rotate

Applied

Rotation

-1°

Shear

X: 1°
Y: 7°

Brightness

-4%

Noise

0.03%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "D1l46ptD4H3A8fNbSKsu"
    ],
    "destination": "77e1e5fe64ea7fa0224fd92c6ec2bf86",
    "height": 640,
    "id": "aqmYaW70YqeAZXV5zw5r",
    "label": [],
    "labels": [],
    "name": "442468334_7576372125732371_5255700462391844163_n_mp4-1958.jpg",
    "numSteps": 7,
    "owner": "3HDCbx9t1sWYKqofhXn8OsExiDf2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]",
        "rotate:[-1]",
        "shear:[1,7]",
        "brightness:[-4]",
        "noise:[0.03,606280]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-1°"
        },
        {
            "name": "Shear",
            "value": "X: 1°<br/>Y: 7°"
        },
        {
            "name": "Brightness",
            "value": "-4%"
        },
        {
            "name": "Noise",
            "value": "0.03%"
        }
    ],
    "source": "aqmYaW70YqeAZXV5zw5r",
    "split": "train",
    "split.D1l46ptD4H3A8fNbSKsu.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"rotate:[-1]\",\n    \"shear:[1,7]\",\n    \"brightness:[-4]\",\n    \"noise:[0.03,606280]\"\n]",
    "updated": 1715310196294,
    "updatedDate": "Jan 7, 56326",
    "updatedTime": "6:31AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "D1l46ptD4H3A8fNbSKsu/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "water gun",
            "x": 345.3904613248183,
            "y": 253.01692588215724,
            "width": 334.78092264963664,
            "height": 491.5279633513843
        }
    ],
    "height": 640,
    "key": "442468334_7576372125732371_5255700462391844163_n_mp4-1958.jpg",
    "width": 640
}

demo_water_gun_detection

Dataset Versions

2024-05-10 10:03am

Popular Download Formats

7458 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

442468334_7576372125732371_5255700462391844163_n_mp4-1958.jpg

Updated Jan 7, 56326

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data