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Shoe Detection for Sound Enhancement

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-04-10 7:08pm

Generated on Apr 10, 2023

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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.

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45 Total Images

View All Images

Dataset Split

Train Set 87%

39Images

Valid Set 7%

3Images

Test Set 7%

3Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Crop: 0% Minimum Zoom, 15% Maximum Zoom

Rotation: Between -15° and +15°

Shear: ±15° Horizontal, ±15° Vertical

Noise: Up to 5% of pixels

Mosaic: Applied

Similar Projects

Annotations

Group:

shoes

manWalkingStick_98.jpg

640x640

0.41MP

Updated Feb 5, 55244

2:06PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 87%
Centered on 17%, 9%

Resize

Stretch to 640x640

Flip

Both

Rotation

-10°

Shear

X: -7°
Y: -10°

Noise

3.75%

Mosaic

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "oVzgSyqlwG2sBpeJ17qY"
    ],
    "destination": "eb92d2df1471ffde150a95a708965856",
    "height": 640,
    "id": "9B7hRDl2bgvoweoFHFtV",
    "label": [],
    "labels": [],
    "name": "manWalkingStick_98.jpg",
    "numSteps": 8,
    "owner": "fwbT5Q5xziZ3d47Ewm9Roo9SpYR2",
    "preprocessing": [
        "auto-orient",
        "crop:[87,0.169146,0.086166]",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "rotate:[-10]",
        "shear:[-7,-10]",
        "noise:[3.75,651413]",
        "mosaic:[63,33,[[0.419391,0.456238],[0.880222,0.610089],[0.611034,0.198354],[0.986702,0.269681]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 87%<br />Centered on 17%, 9%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "Rotation",
            "value": "-10°"
        },
        {
            "name": "Shear",
            "value": "X: -7°<br/>Y: -10°"
        },
        {
            "name": "Noise",
            "value": "3.75%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "9B7hRDl2bgvoweoFHFtV",
    "split": "train",
    "split.oVzgSyqlwG2sBpeJ17qY.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[87,0.169146,0.086166]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"rotate:[-10]\",\n    \"shear:[-7,-10]\",\n    \"noise:[3.75,651413]\",\n    \"mosaic:[63,33,[[0.419391,0.456238],[0.880222,0.610089],[0.611034,0.198354],[0.986702,0.269681]]]\"\n]",
    "updated": 1681168140369,
    "updatedDate": "Feb 5, 55244",
    "updatedTime": "2:06PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "oVzgSyqlwG2sBpeJ17qY/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "shoe",
            "x": 346.5,
            "y": 25.5,
            "width": 99,
            "height": 51
        },
        {
            "label": "shoe",
            "x": 362.5,
            "y": 289.5,
            "width": 81,
            "height": 157
        },
        {
            "label": "shoe",
            "x": 286.9338197419187,
            "y": 366.8729183132073,
            "width": 80.76738467503606,
            "height": 121.42649592771875
        },
        {
            "label": "shoe",
            "x": 556,
            "y": 282,
            "width": 168,
            "height": 142
        },
        {
            "label": "shoe",
            "x": 440,
            "y": 351.5,
            "width": 74,
            "height": 121
        }
    ],
    "height": 640,
    "key": "manWalkingStick_98.jpg",
    "width": 640
}

Shoe Detection for Sound Enhancement

Dataset Versions

2023-04-10 7:08pm

Popular Download Formats

45 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

manWalkingStick_98.jpg

Updated Feb 5, 55244

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data