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I have a lot of 3d data and need to do various data augmentation. I want to do data augmentation in parallel on the gpu, but it seems that pytorch does not allow gpu operation in the dataloader. Is th…
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I've been testing various networks on human 2D-to-3D task, on Yoga-82 dataset. Out-of-the-box, Zero123/Magic123 don't seem to output good enough results for the use case of 2D dataset augmentation thr…
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Hello, thanks for your great work,
I want to know where is the PoseNet CNN that you used to train the sheep. The pre-trained weights are available but I am not finding the network that uses these w…
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Hi,
I found the following data augmentation in the dataset pipeline
https://github.com/ATR-DBI/ScanQA/blob/422dde561c7006e53f192fd644d53160e1296a18/lib/dataset.py#L291-L299
I believe this is fr…
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i'm searching for some methods in 3d pulmonary nodules data augmentation.If you have some good methods please share us . thank you!
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In reference to the model class, we have the option to enhance it by introducing an attribute in the [model.cs](https://github.com/WEKIT-ECS/MIRAGE-XR/blob/402576264199c8aca79fc34ac57ef9c31d7ea55f/Ass…
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Hi,author:
I want to know the augmentation is used for 3D images?I just learn the operations on X and Y axis.
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In GitLab by @wild on Feb 10, 2022, 15:30
Would it be possible to store a combined 3D model and convert it to low poly for all augmentations? So we can use this small preview 3D thumbnail in the acti…
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[imgaug ](https://github.com/aleju/imgaug) project is not being updated. We should implement the transformations used through imgaug to remove its dependecy completely. The transformations are these:
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- [x] all 3d preprocessing tests - has legacy baserandomlayer
- [ ] rand_augment_test - need to investigate
- [ ] random_shear_test - need to investigate
- [ ] repeated_augmentation_test - need to …