Dataset Versions

2023-07-24 11:57am

Generated on Jul 24, 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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2700 Total Images

View All Images

Dataset Split

Train Set 93%

2508Images

Valid Set 7%

192Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Rotation: Between -20° and +20°

Shear: ±15° Horizontal, ±15° Vertical

Brightness: Between -40% and +40%

Mosaic: Applied

Similar Projects

Annotations

Group:

batteries

battery_7.jpg

1920x1080

2.07MP

Updated May 22, 55529

10:13PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 1920x1080

90° Rotate

Applied

Rotation

1°

Shear

X: 13°
Y: -5°

Brightness

-19%

Mosaic

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "KopUtD59qVsjQSCl3OVo"
    ],
    "destination": "ebe2778324519b082c9aea23ba3a13b1",
    "height": 1080,
    "id": "yV1wV3y7EsSVWAqZnTF8",
    "label": [],
    "labels": [],
    "name": "battery_7.jpg",
    "numSteps": 7,
    "owner": "20at1xzdFfU0IG7S4A2bhXpZnTp1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",1920,1080]",
        "ninety:[-90]",
        "rotate:[1]",
        "shear:[13,-5]",
        "brightness:[-19]",
        "mosaic:[70,63,[[0.241315,0.328824],[0.865332,0.347745],[0.203707,0.201446],[0.384048,0.621465]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1920x1080"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "1°"
        },
        {
            "name": "Shear",
            "value": "X: 13°<br/>Y: -5°"
        },
        {
            "name": "Brightness",
            "value": "-19%"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "yV1wV3y7EsSVWAqZnTF8",
    "split": "train",
    "split.KopUtD59qVsjQSCl3OVo.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",1920,1080]\",\n    \"ninety:[-90]\",\n    \"rotate:[1]\",\n    \"shear:[13,-5]\",\n    \"brightness:[-19]\",\n    \"mosaic:[70,63,[[0.241315,0.328824],[0.865332,0.347745],[0.203707,0.201446],[0.384048,0.621465]]]\"\n]",
    "updated": 1690171049597,
    "updatedDate": "May 22, 55529",
    "updatedTime": "10:13PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KopUtD59qVsjQSCl3OVo/5"
    ],
    "width": 1920
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "square",
            "x": 1060.758508,
            "y": 934.357977,
            "width": 196.17151200000012,
            "height": 291.284046,
            "points": [
                [
                    1158.844264,
                    1080
                ],
                [
                    1137.268516,
                    912.272688
                ],
                [
                    1117.189046,
                    793.770147
                ],
                [
                    1107.190367,
                    788.715954
                ],
                [
                    1043.657617,
                    795.692194
                ],
                [
                    964.443088,
                    887.207122
                ],
                [
                    962.672752,
                    905.8578170000001
                ],
                [
                    983.725568,
                    1080
                ],
                [
                    1158.844264,
                    1080
                ]
            ]
        }
    ],
    "height": 1080,
    "key": "battery_7.jpg",
    "width": 1920
}

Batteries Detection

Dataset Versions

2023-07-24 11:57am

Popular Download Formats

2700 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

battery_7.jpg

Updated May 22, 55529

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data