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-# IEEE Paper Template for Pandoc
-
-[![Build Status](https://travis-ci.org/stsewd/ieee-pandoc-template.svg?branch=master)](https://travis-ci.org/stsewd/ieee-pandoc-template)
-
-## Requirements
-
-- [Pandoc](http://pandoc.org/)
-- [Texlive](https://www.tug.org/texlive/)
-
-### Ubuntu
-
-```sh
-sudo apt update
-sudo apt install pandoc pandoc-citeproc texlive-full
-```
-
-### Fedora
-
-```sh
-sudo dnf install pandoc pandoc-citeproc texlive-scheme-full
-```
-
-## Quickly Usage
-
-- Clone or download this repo.
-- Put all your paper content in `paper.md`.
-- Change the title and author in `metadata.yaml`.
-- Run `make` in a terminal.
-- The pdf will be on `build/paper.pdf`.
-
-## Files
-
-| File | Description |
-|--------------------|-----------------------------------------------------------------------------------------------------------------------------------|
-| `metadata.yml` | On this file put all your metadata (author, title, abstract, etc) that will be use for rendering the final pdf. |
-| `paper.md` | Here you put all your paper content, if you wish, you could put your content on separate files, but you must edit the `makefile`. |
-| `bibliography.bib` | Here put all the bibliography that is used in the paper. |
-| `bibliography.csl` | This file is for specify to pandoc how to display the cites (ieee format). |
-| `template.latex` | It is used to tell pandoc how to render the paper using the metadata and content of your paper. |
-| `makefile` | It is used to compile the pdf, usually the default options are fine. |
-| `build/` | On this directory will be final pdf. Make sure to add this to your `.gitignore` file if you are using git. |
-
-## Recommended Tools
-
-### Editors
-
-- [Vim](http://vim.org)/[Neovim](https://neovim.io/) + [vim-pandoc extension](https://github.com/vim-pandoc/vim-pandoc)
-- [Atom](http://atom.io) + [language-pfm extension](https://atom.io/packages/language-pfm) + [autocomplete-bibtex extension](https://atom.io/packages/autocomplete-bibtex)
-
-### Bibliography manager
-
-- [Zotero](https://www.zotero.org/) + [Better Bibtext extension](https://github.com/retorquere/zotero-better-bibtex)
+```
+usage: evaluate.py [-h] [-t] [-c] [-k] [-m] [-e] [-r] [-p RERANKA]
+ [-q RERANKB] [-l RERANKL] [-n NEIGHBORS] [-v] [-s SHOWRANK]
+ [-1] [-M MULTRANK] [-C COMPARISON] [--data DATA] [-K KMEAN]
+ [-P]
+
+optional arguments:
+ -h, --help show this help message and exit
+ -t, --train Use train data instead of query and gallery
+ -c, --conf_mat Show visual confusion matrix
+ -k, --kmean_alt Perform clustering with generalized labels(not actual
+ kmean)
+ -m, --mahalanobis Perform Mahalanobis Distance metric
+ -e, --euclidean Use standard euclidean distance
+ -r, --rerank Use k-reciprocal rernaking
+ -p RERANKA, --reranka RERANKA
+ Parameter k1 for rerank -p '$k1val' -ARGUMENT
+ REQUIRED, default=9-
+ -q RERANKB, --rerankb RERANKB
+ Parameter k2 for rerank -q '$k2val' -ARGUMENT
+ REQUIRED, default=3-
+ -l RERANKL, --rerankl RERANKL
+ Coefficient to combine distances(lambda) -l
+ '$lambdaval' -ARGUMENT REQUIRED, default=0.3-
+ -n NEIGHBORS, --neighbors NEIGHBORS
+ Use customized ranklist size -n 'size' -ARGUMENT
+ REQUIRED, default=1-
+ -v, --verbose Use verbose output
+ -s SHOWRANK, --showrank SHOWRANK
+ Save ranklist pics id in a txt file. Number of
+ ranklists saved specified as -s '$number' -ARGUMENT
+ REQUIRED, default=0-
+ -1, --normalise Normalise features
+ -M MULTRANK, --multrank MULTRANK
+ Run for different ranklist sizes equal to M -ARGUMENT
+ REQUIRED, default=1-
+ -C COMPARISON, --comparison COMPARISON
+ Set to 2 to obtain a comparison of baseline and
+ improved metric -ARGUMENT REQUIRED, default=1-
+ --data DATA You can either put the data in a folder called 'data',
+ or specify the location with --data 'path' -ARGUMENT
+ REQUIRED, default='data'-
+ -K KMEAN, --kmean KMEAN
+ Perform Kmean clustering of size specified through -K
+ '$size' -ARGUMENT REQUIRED, default=0-
+ -P, --mAP Display Mean Average Precision for ranklist of size -n
+ '$size'
+```