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Adds ipython notebooks and scripts
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ilyakava committed Jun 22, 2020
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10 changes: 9 additions & 1 deletion README.md
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Expand Up @@ -24,6 +24,14 @@ To use this file run the following scripts:
- `scripts/final/svm_wst_all.sh`, runs WST and SVMs for the 4 datasets mentioned in the paper.
- `scripts/final/svm_wst_all.sh`, runs SVMs on the raw HSI images for the 4 datasets mentioned in the paper.`

## Installation for scripts in scrips/final

- install items in "Software Versioning" below
- compile libsvm in `lib/libsvm`
- get masks
- get mask lists
- get data

### Downloading Data

You may download a copy of the HSI data mentioned in the paper [here](https://drive.google.com/file/d/1u6fzTztudcilKUmV9ZKUh6khZTIeAeB7/view?usp=sharing)
Expand All @@ -40,7 +48,7 @@ When using options like `--svm_multi_mask_file_list` there should be a txt file

Create more training/testing splits with `sites_train_val_split.py`.

## Versioning
## Software Versioning

Tested on Python 2.7.14 (Anaconda), tensorflow 1.10.1, cuda 9.0.176, cudnn-7.0 (8.0 might work too). Red Hat Enterprise Linux Workstation release 7.6 (Maipo). GeForce GTX TITAN X.

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