elasticdeform
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Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).
I'm trying to pip install this lib but I'm getting the following error: ``` Collecting elasticdeform Using cached elasticdeform-0.4.9.tar.gz (33 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: numpy...
Thanks for the work. I got confused about the grid_size and points. Are there any relationships between those two? Like for 3x3 grid, we have 9 points at most? I...
I'm working on image registration, where I have a moving image that I want to register to a fixed image. Both images have a set of corresponding landmarks, that I...
Thanks for this awesome repo! I thought in your implementation the pixel color of the output (deformed) image is sampled from the source image by a warped grid via interpolation...
I am trying to use this package as a custom layer with tensorflow (keras). My code looks at the moment like this: ``` python @tf.function def elastic_deform_tf(x): """ Elastic deformation...
When I 'import elasticdeform.torch as etorch', it says: ModuleNotFoundError: No module named 'elasticdeform.torch', my elasticdeform version is 0.4.7, could you help me with this? Thank you very much!
I was using the following code: ```import numpy X = Image.open('im.jpg') # resize image X = X.resize((200, 200)) # convert to grayscale X = numpy.array(X.convert('L')) # define a crop region...
Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.2.2 to 2024.7.4. Commits bd81538 2024.07.04 (#295) 06a2cbf Bump peter-evans/create-pull-request from 6.0.5 to 6.1.0 (#294) 13bba02 Bump actions/checkout from 4.1.6 to 4.1.7 (#293) e8abcd0 Bump pypa/gh-action-pypi-publish from...
Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.2.1 to 2.2.2. Release notes Sourced from urllib3's releases. 2.2.2 🚀 urllib3 is fundraising for HTTP/2 support urllib3 is raising ~$40,000 USD to release HTTP/2 support and...
Hello, I've been trying to use the function deform_grid of elasticdeform.torch for deep learning, but the back propagation doesn't seem to be working properly. When i model.print_gradients(), i get "No...