Brazilian Swiming Pools Detection

Object Detection

Dataset Versions

2022-11-30 9:02pm

2022-11-22 9:43pm

v2

2022-11-30 9:02pm

Generated on Dec 1, 2022

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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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1943 Total Images

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Dataset Split

Train Set 88%

1718Images

Valid Set 12%

225Images

Test Set %

0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise

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Brazilian Swiming Pools Detection

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1 / 13

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train

Labels

Attributes

Raw Data

Annotations

Group:

swiming-pools

Classes

Layers

piscina

1

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

6109.png

512x512

0.26MP

Updated Aug 24, 54885

5:28PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

90° Rotate

Applied

Annotation History

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Raw Data

Source Data

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    "height": 512,
    "id": "3deZcPsa8r9D5XHdkKPW",
    "label": [],
    "labels": [],
    "name": "6109.png",
    "numSteps": 1,
    "owner": "9FXRyxogeib826IeEFT7uLbvNxk1",
    "preprocessing": [
        "ninety:[90]"
    ],
    "preprocessingParsed": [
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "3deZcPsa8r9D5XHdkKPW",
    "split": "train",
    "split.hhPP5W4cQ2kz6KyroP7S.2": "train",
    "status": "generated",
    "transforms": "[\n    \"ninety:[90]\"\n]",
    "updated": 1669856578128,
    "updatedDate": "Aug 24, 54885",
    "updatedTime": "5:28PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "hhPP5W4cQ2kz6KyroP7S/2"
    ],
    "width": 512
}

Annotation Data

{
    "boxes": [
        {
            "label": "piscina",
            "x": 289,
            "y": 178,
            "width": 16,
            "height": 18
        }
    ],
    "height": 512,
    "key": "6109.png",
    "width": 512
}

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