"Look Inside" Kindle version to read initial chapters.
1.
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 VisRecog Mind-Module
The VisRecog module for Visual Recognition integrates a robotic visual system with the thinking structures of the AI Mind.
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
$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 VisRecog (Visual Recognition)
9.
AiTree of Mind-Modules for
Natural Language Understanding