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**Description:** The current Convolutional Neural Network (CNN) model for terrain classification is functional, but there are several areas for improvement to boost performance and efficiency. These o…
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I have been using your very helpful script to train GT_Encoder, first time using Lightning and it's really great.
I was about to start training Disnet and I noticed something.
```
if args.t…
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Hi, great work!
The core idea in the paper is to use large-scale pre-trained generative models to regenerate the object in an image. However, in other image domains such as x-ray security images, the…
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Thank you for creating this useful package! I have a question that I hope you can help me with.
I want to use augraphy in a pipeline for creating synthetic data as part of a research project. Howe…
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I'm not suggesting we don't add augmentations to the language. I just found this approach interesting enough that I want it documented, in case we ever reconsider. @mit-mit mentioned this approach as …
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# Responsible for creating data augmentations
- Single Augmentations -> flip, crop, mirror, etc...
- Transform Pipeline -> create pipeline composed of single augmentations
- Pre-defined Pipelines -…
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When you map data to numerical values, the data needs to have some inherent ordering for it to be meaningful. Unfortunately, the mapping that was chosen for this project does not seem to be ordered in…
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Usng the PanNuke dataset with -augmentation_type heavy/brightfield_only
python train.py -data segmentation_dataset.pth --num_epochs 250 --experiment_str my_first_instanseg --requested_pixel_size 0…
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After starting the docker container, when I run a command to train a model. It gives this error
```
Traceback (most recent call last):
File "main.py", line 10, in
from data_loading.data_mod…
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Thanks to @scheglov for [documenting](https://github.com/dart-lang/language/blob/main/working/macros/host-notes.md) how the analyzer hosts macros, this makes the discussion much more concrete :)
Fo…