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@microfossil

microfossil

Microfossil

This github organisation contains repositories of code to help with microfossil and other classification

particle-trieur

Particle Trieur is a Java 8 application to help organise and label images. It can use trained models to label images, classifiy using a neural network, sort by similarity, calculate morphology, and train models using the particle-classification python library

particle-classification

Python library for training convolutional neural networks (CNNs) using Tensorflow. Two methods of training are provided, full network training which trains the entire CNN, and transfer learning where only the last few layers are trained and is very fast.

Popular repositories

  1. particle-trieur particle-trieur Public

    Java 5 2

  2. particle-classification particle-classification Public

    Python scripts for particle classification

    Python 4 2

  3. ImageJ-LabView-Scripts ImageJ-LabView-Scripts Public

    ImageJ scripts developed for automated microfossil images processing and segmentation.

    ImageJ Macro 4 1

  4. tetard-marchant-splitter tetard-marchant-splitter Public

    Design for new dry sediments splitters

    2

  5. particle-classification-examples particle-classification-examples Public

    Some Jupyter notebooks for performing classification of images using the MISO library

    Jupyter Notebook 1

  6. datasets-and-models datasets-and-models Public

    Image datasets and trained models for microfossil classification

    1

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