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Installation manual for FuzzyOcr 2.3: |
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1. Dependencies you require for this plugin to work |
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Before starting, also make sure to read the OS/distribution specific |
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notes at the end of this section. |
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1.1 Spamassassin 3.x |
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This plugin requires Spamassassin 3.1.4. |
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1.2 NetPBM tools |
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Install the NetPBM tools (http://netpbm.sourceforge.net/). If you |
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don't install the binaries in /usr/bin, please make sure to adjust |
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the FuzzyOcr.cf to point to the correct binaries. |
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1.3 ImageMagick |
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At least one feature requires the convert binary from imagemagick |
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(http://www.imagemagick.org/). Again, make sure the configuration |
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file points to the convert binary, if not placed in /usr/bin. |
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1.4 Giflib (also known as libungif) |
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Several tools from this package are required, see |
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(http://sourceforge.net/projects/libungif). |
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Attention: the giftext binary from this package has a bug which can |
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cause segfaults. A patch is provided in the patches directory that |
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fixes this. |
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1.5 Gocr |
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For OCR recognition, gocr (http://jocr.sourceforge.net/) must be |
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installed. |
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Attention: the gocr binary has a bug which can cause segfaults with |
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specific images. A patch is provided in the patches directory which |
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fixes this. |
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1.6 Perl modules: |
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These perl modules are required: |
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Image::Magick |
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String::Approx |
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MLDBM |
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DB_File |
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Storable |
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Notes for Fedora Core 5 (or higher) users: |
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The package libungif-utils provides the necessary libungif binaries. |
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Notes for other Redhat/FC users: |
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The packages libungif and libungif-progs should be installed. |
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Notes for Debian users: |
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The package libungif-bin provides the necessary libungif binaries. |
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Notes for Slackware users: |
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I have no clue about this distro, but Andy Lyttle sent me a mail |
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about it: |
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"Slackware doesn't currently have a libungif-utils/progs/bin |
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package, and the libungif package does not include the binaries |
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such as giffix. So, you have to hack it a bit. |
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1. Download (or copy from CD) the /source/l/libungif directory, |
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don't untar anything |
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2. Edit the libungif.SlackBuild and comment out this line: |
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# I don't believe we need all this slop. Correct me if I'm wrong. |
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rm -rf $PKG/usr/bin |
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3. Run "sh libungif.SlackBuild" |
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4. Uninstall the libungif package, if it's already installed |
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5. Look in /tmp, and install the new libungif package there" |
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Notes for Gentoo users: |
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All dependencies except the perl modules can be installed via portage. |
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But because of the bugs in giftext and gocr, you might need to write |
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an ebuild which uses the two patches provided in the patches directory. |
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The perl modules can easily be installed with gcpan. |
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2. Installing the plugin: |
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2.1 Installing the required files |
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Put the FuzzyOcr.cf and the FuzzyOcr.pm files into /etc/mail/spamassassin. |
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The FuzzyOcr.cf file already contains a line to load the plugin, if |
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you want to put the .pm file in a different location, change this line |
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accordingly. |
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Create a wordlist file, a sample wordlist is shipped with this release, |
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and put it also in /etc/mail/spamassassin. |
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2.2 Necessary configuration |
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No changes need to be made to the default FuzzyOcr.cf file. |
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3. Further adjustments |
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3.1 Enabling the image hash database |
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Set focr_enable_image_hashing to 1 in the config file, and make sure that |
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focr_digest_db points to a writable file/directory. You can also create |
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this file yourself if you like. By default, all images recognized as spam, |
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are added to this database automatically. The score is saved as well and |
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reused later again. |
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3.2 Optional Storage for hash database |
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Set focr_enable_image_hashing to 2 in the config file, and make sure that |
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focr_db_hash as well as focr_db_safe point to a writable file/directory. |
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These files can be created by running the fuzzy-stats utility in the utils |
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directory. |
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These are default values: |
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focr_db_hash /etc/mail/spamassassin/FuzzyOcr.db |
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focr_db_safe /etc/mail/spamassassin/FuzzyOcr.safe.db |
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focr_db_max_days 35 |
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Remember to keep the default value: |
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focr_hashing_learn_scanned 1 |
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Setting focr_score_ham to 1 in the config file will give images that score |
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below the focr_counts_required threshold a score based on the formula: |
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Score = focr_add_score * Words Found |
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This will save images in the focr_db_hash with less than the required word |
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count but with a low score, helping to contribute with this lower score for |
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those messages that contain images that are more difficult to convert into |
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legible text. |
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Image hashes will be removed from the DB after focr_db_max_days. |
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3.3 My Default Values |
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These are the values used in my configuration: |
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focr_base_score 5 |
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focr_add_score 0.375 |
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focr_counts_required 3 |
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focr_autodisable_score 20 |
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focr_score_ham 1 |
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These values allow for substantially lower scores to be stored in the database. |
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When more than the required number of words are found, the plugin will add |
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enough points to mark the message as SPAM, generating a slightly higher score |
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with additional word matches. |
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I have set focr_autodisable_score to 20 points in order to scan most messages, |
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because if set to the default value of 10, the plugin is skipped on most ocations |
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3.4 Tweaking Scansets |
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Everyone gets different image spam, and most times, one method to scan is not |
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successful with all types of spam you get. That's where the focr_scansets |
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setting can help you. This setting takes a comma seperated list of scansets. |
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Each scanset starts with the name of a program, followed by either other programs |
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connected with pipes, or nothing anymore. The only important thing is that input |
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for this "program chain" is a picture in the PNM format, and the output is |
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ASCII text. |
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An example might clarify this: |
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focr_scanset gocr -i - |
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This will do a single scan with gocr default settings. |
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focr_scanset pnminvert | gocr -i - |
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This will use pnminvert on the image and then do the scan. |
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focr_scanset gocr -i -, gocr -l 180 -i - |
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This will do 2 scans, one with the default settings, and the second one with |
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a modified -l value. |
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You are now free to select which scansets get you the most spam, but don't pick too many, as this will also use more resources. |
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Here are some hints: -pnminvert or pnmquant are useful with white text or text with many colors |
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-If you get images which are littered with small dots/lines, try -d 2 as an argument to gocr |
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-The -l setting often helps, try values like 180, 140, or 100 |
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Two syntax remarks: -Instead of writing "gocr", write "$gocr" as this will be replaced with the correct path to your gocr binary. |
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-If you invoke custom binaries (like pnminvert for example), you can redirect the stderr output by using: |
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"pnminvert 2>>$errfile" |
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If the scanset fails then, and debug logging is enabled, you will see this stderr output in the logfile :) |
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I know this seems confusing for some, but if this is unclear somehow, feel free to write an email to the list. |
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And now, where it gets most thrilling... |
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To be continued... |
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