Tristan Kirscher

Added save and load functionality for image embeddings in SamPredictor class. This pull request includes two new methods in the SamPredictor class: - `save_image_embedding(self, path)`: This method allows saving the...

Fix typo in command prompt variable syntax: use `echo %variable_name%` instead of `echo %[variable_name]%`

Option to avoid reloading weights at every inference

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Hello, I am using TotalSegmentator for multiple inferences and noticed that the weights are reloaded at each inference. This significantly increases the runtime and memory usage. Would there be an...

RuntimeError: ITK only supports orthonormal direction cosines

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**Description:** I encountered a `RuntimeError` while running the `prepare_MT_training` script. The error occurs when reading NIFTI files with non-orthonormal direction cosines using SimpleITK. **Error Traceback:** ``` multiprocessing.pool.RemoteTraceback: """ RuntimeError: Exception...

Fix type hint for image reader

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### Description This PR fixes the type hint for image reader to correctly handle Cupy arrays and removes the TODO. ### Types of changes - [x] Non-breaking change (fix or...

Fix: make y optional in ignore_background

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Fixes # . ### Description This PR addresses a TODO in `monai/metrics/active_learning_metrics.py` by making the `y` argument optional in the `ignore_background` utility function. This allows for cleaner code when only...