Datasets:

taiamiti
/

microplastic-beni-segmentation

annotations_creators: []
language: en
license: cc-by-nc-4.0
size_categories:
  - 1K<n<10K
task_categories:
  - image-segmentation
task_ids: []
tags:
  - computer-vision
  - fiftyone
  - image
  - image-segmentation
  - microplastics
  - microscopy
  - semantic-segmentation
description: >
  # Microplastic Detection Dataset - Beni Samples


  Fluorescent microscopy images of microplastic contamination in bivalve
  (Tridacna maxima) samples from French Polynesia atolls. Dataset includes
  semantic segmentation ground truth masks for binary microplastic detection.


  ## Data Naming Convention

  `{sample_type}_{island}_{station}_{replica}_{distil}_{sample_id}_{filter}`


  ## Dataset Details

  - Total samples: 6771

  - Annotated samples: 611

  - Split distribution: {'train': 383, 'test': 168, 'unlabelled': 6160}


  ## License

  This dataset is released under CC-BY-NC-4.0 license.

  For commercial use, please contact the authors.
dataset_summary: >




  This is a [FiftyOne](https://github.com/voxel51/fiftyone) dataset with 6771
  samples.


  ## Installation


  If you haven't already, install FiftyOne:


  ```bash

  pip install -U fiftyone

  ```


  ## Usage


  ```python

  import fiftyone as fo

  from fiftyone.utils.huggingface import load_from_hub


  # Load the dataset

  # Note: other available arguments include 'max_samples', etc

  dataset = load_from_hub("taiamiti/microplastic-beni-segmentation")


  # Launch the App

  session = fo.launch_app(dataset)

  ```

Dataset Card for Dataset Name

This is a FiftyOne dataset with 6771 samples.

Installation

If you haven't already, install FiftyOne:

pip install -U fiftyone

Usage

import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub

# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset = load_from_hub("taiamiti/microplastic-beni-segmentation")

# Launch the App
session = fo.launch_app(dataset)

Dataset Details

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Language(s) (NLP): en
License: cc-by-nc-4.0

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