Issue Loading TensorFlow .h5 Model in 3D Slicer – "Unknown Layer: 'TensorFlowOpLayer

[jamesobutler (James Butler)]

Based on the original error you ran into, I think it is likely tensorflow being an issue in Slicer. However, I don’t think many in this community use Tensorflow as it is almost exclusively PyTorch usage. You could try converting the keras h5 model to an onnx object with something like GitHub - onnx/tensorflow-onnx: Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX.

Based on the specific ADS model being GPL, there likely won’t be a lot of additional support here based on the type of discussion at:

Packaging Acute Stroke Detection Module for Slicer

Repository: GitHub - Chin-Fu-Liu/Acute-stroke_Detection_Segmentation Problem: I want to package the Acute Stroke Detection and Segmentation (ADS) module for 3D Slicer with pre-trained models. Specific Challenges: Including pre-trained deep learning models in the Slicer extension Managing specific Python library dependencies (TensorFlow, h5py, etc.) Ensuring the module works across different systems Key Questions: What’s the recommended way to include machine learning models in a Slicer ex…