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I would like to use the memory saving gradients to train a U-net model with bigger patches or/and increased batch size. I implemented a toy example to assess the memory usage when switching from tf.Op…
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Hi , thank you for your work over the past many years for creating this tool. I really believe visually editing code makes a lot more sense than what we typically see in IDEs and would be interested i…
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Hi,
I want to do some end-to-end training using your sw_cuda modual. But it seems that I don't how it works. My code:
``` python
from deepblast.sw_cuda import SmithWatermanDecoder
device = torch…
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# Bug description
There is apparently no working way to save the images shown during the training of models. I have tried manually editing the `training_config.json` fields `save_visualizations` an…
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Hello author! I am a newcomer to deep learning and I apologize for seeking your help again. While reading your paper, I noticed that you used Stereo Evaluation as a visual evaluation metric. I have be…
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Training fails when the project has a mix of color and grayscale videos (even when we set "Convert Image To: grayscale"). Raises the questions:
- Does "Convert Image To: grayscale" work as expected?…
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Hi,
Thank you for releasing your code -- great work! 🤩
I'm trying to do deformable registration by training on the OASIS dataset. I've compiled my CSV file by taking all possible pairs from th…
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After reading through all the interesting technicalities on what the **facets** is I decided to try it on one of my datasets and realized that I still don't know how to load and view the data? Is ther…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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# Bug description
Hi,
I am attempting to adjust the single_instance parameters in the training configuration and to decrease the time taken per epoch during remote training in Google Colab…