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eletrolytic_capacitor_detection

Object Detection

Dataset Versions

eletrolytic_capacitor_detection Dataset_augm

3 years ago

eletrolytic_capacitor_detection Dataset_augm

Generated on Feb 15, 2022

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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.

Other Formats

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637 Total Images

View All Images

Dataset Split

Train Set 82%

524Images

Valid Set 12%

75Images

Test Set 6%

38Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2

Flip: Horizontal, Vertical

Grayscale: Apply to 25% of images

Hue: Between -25° and +25°

Brightness: Between -25% and +25%

Cutout: 3 boxes with 10% size each

Similar Projects

Annotations

Group:

eletronicobject

Electrolytic-capacitor1220.jpg

416x416

0.17MP

Updated Dec 24, 54095

11:13AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 416x416

Flip

Vertical

Hue

-16°

Brightness

-14%

Cutout

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "D8xMeM4OmgFrvhzQ8zZp"
    ],
    "destination": "e597c5422ed4a1167a1f8d45f0b3cad0",
    "height": 416,
    "id": "vEPq78j2YfvsOsbX7mYN",
    "label": [],
    "labels": [],
    "name": "Electrolytic-capacitor1220.jpg",
    "numSteps": 6,
    "owner": "92vr0GLllkPe9Y5yc1Eu6ww0rsH2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "flip:[\"vertical\"]",
        "hue:[-16]",
        "brightness:[-14]",
        "cutout:[{\"masks\":[[10,0.323703935537615,0.5236179394413916],[10,0.5100047208488561,0.699853334621811],[10,0.9698294087982757,0.8385563285789812]]}]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Hue",
            "value": "-16°"
        },
        {
            "name": "Brightness",
            "value": "-14%"
        },
        {
            "name": "Cutout",
            "value": "Applied"
        }
    ],
    "source": "vEPq78j2YfvsOsbX7mYN",
    "split": "train",
    "split.D8xMeM4OmgFrvhzQ8zZp.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"hue:[-16]\",\n    \"brightness:[-14]\",\n    \"cutout:[{\\\"masks\\\":[[10,0.323703935537615,0.5236179394413916],[10,0.5100047208488561,0.699853334621811],[10,0.9698294087982757,0.8385563285789812]]}]\"\n]",
    "updated": 1644937067603,
    "updatedDate": "Dec 24, 54095",
    "updatedTime": "11:13AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "D8xMeM4OmgFrvhzQ8zZp/1"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "0",
            "x": 250,
            "y": 182,
            "width": 151,
            "height": 120
        },
        {
            "label": "0",
            "x": 153,
            "y": 261.5,
            "width": 75,
            "height": 140
        },
        {
            "label": "0",
            "x": 189.5,
            "y": 91,
            "width": 68,
            "height": 94
        },
        {
            "label": "0",
            "x": 97.5,
            "y": 206.5,
            "width": 70,
            "height": 130
        },
        {
            "label": "0",
            "x": 44,
            "y": 159,
            "width": 60,
            "height": 120
        }
    ],
    "height": 416,
    "key": "Electrolytic-capacitor1220.jpg",
    "width": 416
}

eletrolytic_capacitor_detection

Dataset Versions

eletrolytic_capacitor_detection Dataset_augm

Popular Download Formats

637 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

Electrolytic-capacitor1220.jpg

Updated Dec 24, 54095

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data