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Anotherversion_demo_water_gun_detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-05-11 4:36pm

Generated on May 11, 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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5163 Total Images

View All Images

Dataset Split

Train Set 89%

4590Images

Valid Set 6%

287Images

Test Set 6%

286Images

Preprocessing

Auto-Orient: Applied

Resize: Fill (with center crop) in 640x640

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 2

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 30% Maximum Zoom

Shear: ±15° Horizontal, ±15° Vertical

Grayscale: Apply to 15% of images

Similar Projects

Annotations

Group:

gun-7MHP-StMT

442468334_7576372125732371_5255700462391844163_n_mp4-0197.jpg

640x640

0.41MP

Updated Jul 3, 56329

3:18PM

GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient

Applied

Resize

Fill (with center crop) in 640x640

Auto-Adjust Contrast

Histogram Equalization

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "akq5eQv5NW4prWOh78rx"
    ],
    "destination": "4e86859944c4b96d71632881b416a0cf",
    "height": 640,
    "id": "JXUt8QuTrRKC8M0TGQID",
    "label": [],
    "labels": [],
    "name": "442468334_7576372125732371_5255700462391844163_n_mp4-0197.jpg",
    "numSteps": 3,
    "owner": "3HDCbx9t1sWYKqofhXn8OsExiDf2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",640,640]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "JXUt8QuTrRKC8M0TGQID",
    "split": "test",
    "split.akq5eQv5NW4prWOh78rx.2": "test",
    "split.akq5eQv5NW4prWOh78rx.5": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",640,640]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": 1715420215084,
    "updatedDate": "Jul 3, 56329",
    "updatedTime": "3:18PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "akq5eQv5NW4prWOh78rx/2",
        "akq5eQv5NW4prWOh78rx/5"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "water gun",
            "x": 358.5,
            "y": 232.5,
            "width": 281,
            "height": 353
        }
    ],
    "height": 640,
    "key": "442468334_7576372125732371_5255700462391844163_n_mp4-0197.jpg",
    "width": 640
}

Anotherversion_demo_water_gun_detection

Dataset Versions

2024-05-11 4:36pm

Popular Download Formats

5163 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

442468334_7576372125732371_5255700462391844163_n_mp4-0197.jpg

Updated Jul 3, 56329

Generated by Roboflow

Testing Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data