patrickcleeve/autolamella

AutoLamella Models

This repository contains the model checkpoints for the autolamella project. It also contains archived checkpoints from previous development models.

Methods:

• AutoLamella - Waffle: autolamella-waffle-20240107.pt
• AutoLamella - AutoLiftout: autolamella-mega-20240107.pt
• AutoLamella - Serial Liftout: autolamella-serial-liftout-20240107.pt

from fibsem.segmentation.model import load_model

# load the autolamella-mega model (pt checkpoint)
model = load_model(checkpoint="autolamella-mega-20240107.pt")

# load the autolamella-mega model (onnx backend)
model = load_model(checkpoint="autolamella-mega-latest.onnx")

AutoLamella Dataset

The dataset used to train these models is available here: https://huggingface.co/datasets/patrickcleeve/autolamella

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license: mit