Napari Easy Augment Batch DL

🚀 Napari-Easy-Augment-Batch-dl is a plugin for advanced 2D deep learning segmentation. It supports advanced options for augmention, model training and prediction in Napari.

🔥 Features

✅ Batch Processing – Label, augment, train and predict with multiple images at once.
✅ Easy Labeling – Quickly assign labels using the intuitive Napari GUI.
✅ Advanced Augmentations – Options for color augmentations, elastic deformation, tunable rescaling and more.
✅ Plugin multiple DL Frameworks – A plugin mechanism allows different deep learning frameworks such as Stardist, Cellpose, MobileSam, MicroSam, Monai and others to be integrated.

📖 How It Works

1️⃣ Load and Label – Import images and draw labels.
2️⃣ Generate Augmentations – Choose transformations like rotation, flipping, or color augmentation and generate augmentations.
3️⃣ Train & Predict – Train different models with same augmentation set and evaluate results.

🚀 Get Started

1. Install the plugin:

You can install the plugin via the pip or the Napari Hub

Please note that you will also need to install one or more deep learning frameworks for the plugin to be useful. See the dependencies page.

pip install napari-easy-augment-batch-dl