VisRecog Visual Recognition Module of the

English and Russian bilingual ghost.pl AI in Perl

Mens Latina in Latin -- MindForth for Robots


1. Cognitive architecture Diagram of the VisRecog Mind-Module


   /^^^^^^^^\  VisRecog Finds Direct Object for a Verb  /^^^^\ 
  /   EYE    \              ____________               / EAR  \ 
 /            \            /  Sentence  \             /        \ 
|              |  | |     ( "I SEE A..." )           | auditory | 
|   _______    |  | |      \____________/            | memory   | 
|  / BIRD  \   |  | |          |                     | channel  | 
| / image   \--|----+    ______V________             |          | 
| \ engram  /  | a|c|f  /               \            |          | 
|  \_______/   | b|o|i (   VerbPhrase    )           |          | 
|              | s|n|b  \_______________/            |          | 
|   visual     | t|c|e   |     |        \            |          | 
|              | r|e|r   |   __V_____    \________   |          | 
|   memory     | a|p|s   |  /        \   /        \  |          | 
|              | c|t|    | ( VisRecog ) (NounPhrase) |          | 
|   channel    | t| |    |  \________/   \________/  |          | 
|              |  | |  __V______   |       |         |   "I"    | 
|    ______    |  | | ( English )  |       |         |          | 
|   /      \   |  | |  \ Verbs /---|-------|---------|- "SEE"   | 
|  /  new   \  |  | |   \_____/    |       |         |          | 
| /  percept \ |  |_|_           __V_______V____     |   "A"    | 
| \   of     / | /     \        /               \    |          | 
|  \  BIRD  /--|-\ Psy /-------(  English Nouns  )---|- "BIRD"  | 
|   \______/   |  \___/         \_______________/    |          |


2. Purpose of the AI4U Textbook VisRecog Mind-Module

The VisRecog module for Visual Recognition integrates a robotic visual system with the thinking structures of the AI Mind.


3. Algorithm of the AI4U Textbook VisRecog Module

Before vision is actually implemented for robot embodiment, VisRecog says by default: I SEE NOTHING.


4. Code of VisRecog() from ghost327.pl AI source code in Perl


# The visual recognition module in the Perlmind for robots
# when fully implemented will serve the purpose of letting
# AI Minds dynamically describe what they see in real time
# instead of fetching knowledge from the AI knowledge base.
sub VisRecog() {  # http://ai.neocities.org/VisRecog.html
  # 2016jan22: NOTHING = default answer for "What do you see?"
  # http://medium.com/p/12c25b2570b2 -- How Strong AI recognizes an image
  # 2017-04-10: http://ai.neocities.org/VisRecog.gif -- animated VisRecog
  if ($hlc == 1) {     #2018-09-27: separate code for English and Russian...
    if ($svo4 == 0)  {  # 2017-04-11: if no direct object is available;
      for (my $i=$t; $i>$midway; $i--)    {  # 2018-09-27: search for 760=NOTHING
        my @k=split(',',$psy[$i]);     # 2018-09-27: examine @psy array;
        if ($k[1] == 760) {  # 2017-06-08: if psi 760=NOTHING is found;
          $aud = $k[20];  # 2019-08-01: "NOTHING" recall-vector for Speech()
          last;  # 2017-04-11: exit from loop;
        }  # 2017-04-11: End of search for 760=NOTHING;
      }  # 2017-04-11: End of search loop from $t back to $midway.
    }  # 2017-04-11: end of test for a noun to fill in "I SEE ____".
  }  # 2017-06-30: end of test for English thinking.
  if ($hlc == 3) {     #2018-09-27: separate code for English and Russian...
    # 2017-06-30: Russian search for "1228=НИЧЕГО" or "NOTHING"
    if ($svo4 == 0)  {  # 2017-06-30: if no direct object is available;
      for (my $i=$t; $i>$midway; $i--) {  # 2017-06-30: search for 1228=НИЧЕГО
        my @k=split(',',$psy[$i]);  # 2017-06-30: examine @psy array;
        if ($k[1] == 1228) {  # 2017-06-30: if psi 1228=NOTHING is found;
          $nphrpos = $k[6];  # 2017-09-03: set for EnArticle.
          $aud = $k[20];  # 2019-08-01: "NOTHING" recall-vector for Speech()
          last;  # 2017-06-30: exit from loop;
        }  # 2017-06-30: End of search for 1228=NOTHING;
      }  # 2017-06-30: End of search loop from $t back to $midway.
    }  # 2017-05-40: end of test for a noun to fill in "I SEE ____".
  }  # 2017-06-30: end of test for Russian thinking.
  Speech();  # 2017-04-11: speak the word starting at the $aud time. 
  # http://www.starboundliterature.space/visual-art.html
} # 2019-08-01: VisRecog returns to Sensorium +/- NLP generation modules.


5. Variables for the VisRecog Robot Mind-Module

img -- for future use as "image".

$nphrpos -- "noun-phrase part-of-speech" for testing during the EnThink() process.

$svo4 -- direct object -- item #4 in subject-verb-object.


6. Troubleshooting and Debugging for AI Mind Maintainers

6.1.a. Symptom: (Something goes wrong.)
6.1.b. Solution: (AI Mind Maintainer devises solution.)


7. Future Development of the VisRecog Robot Mind-Module

AI Minds need to be installed in robots with cameras for artificial vision.

  • Roadmap to Artificial Intelligence


    8. Resources for the AI4U Textbook VisRecog Module


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    10. AiTree of Mind-Modules for Natural Language Understanding


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