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VisRecog Module of Robot AI

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A.T. Murray

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Jul 17, 2023, 11:49:44 PM7/17/23
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VisRecog Visual Recognition Module of the
English and Russian bilingual ghost.pl AI in Perl
Mens Latina in Latin -- MindForth for Robots

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.

3. Algorithm of VisRecog

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 VisRecog (Visual Recognition)

http://mind.sourceforge.net/visrecog.html

http://github.com/kernc/mindforth/blob/master/wiki/VisRecog.wiki

http://www.scholarpedia.org/article/Color_vision

http://www.scholarpedia.org/article/Retina

http://cyborg.blogspot.com/search/label/VisRecog -- is a weblog URL which invites Netizens to view blog-posts discussing the VisRecog mind-module.
http://cyborg.blogspot.com/2023/04/visrecog.html


9. Spread the News on TikTok and Other Venues

Are you on TikTok? Are you eager to be a ThoughtLeader and Influencer?
Create a TikTok video in the following easy steps.

I. Capture a screenshot of https://ai.neocities.org/VisRecog.html
for the background of your viral TikTok video.

II. In a corner of the screenshot show yourself talking about the VisRecog module.

III. Upload the video to TikTok with a caption including all-important hash-tags which will force governments and corporations to evaluate your work because of FOMO -- Fear Of Missing Out:
#AI #ИИ #brain #мозг #ArtificialIntelligence #ИскусственныйИнтеллект #consciousness #сознание #Dushka #Душка #psychology #психология #subconscious #подсознание
#AGI #AiMind #Alexa #ChatAGI #chatbot #ChatGPT #cognition #cyborg #Eureka #evolution #FOMO #FreeWill #futurism #GOFAI #HAL #immortality #JAIC #JavaScript #linguistics #metempsychosis #Mentifex #mindmaker #mindgrid #ML #neuroscience #NLP #NLU #OpenAI #OpenCog #philosophy #robotics #Singularity #Siri #Skynet #StrongAI #transhumanism #Turing #TuringTest #volition

A sample video is at
https://www.tiktok.com/@sullenjoy/video/7226007707856358702

10. AiTree of Mind-Modules for Natural Language Understanding
MainLoop of Strong AI Mind-Modules
TabulaRasa -- wipe memory clean
MindBoot of English and Russian vocabulary
KbLoad -- load the Knowledge Base
LangLearn -- habituate new syntax; learn a language
ReJuvenate -- recycle memory space
Sensorium -- sensory input with associative tagging to concepts
AudInput -- auditory input
AudListen -- listen for input
AudMem -- English auditory memory
AudRecog -- auditory recognition
OldConcept -- recognize a known old concept
EnParser -- preposition? (in)direct object?
InStantiate -- create new instance of concept
RuParser -- expect first a noun, then a verb
InStantiate -- create new instance of concept
NewConcept -- create a new concept
EnParser -- preposition? (in)direct object?
InStantiate -- create instance of new concept
RuParser -- expect first a noun, then a verb
InStantiate -- create instance of new concept
FileInput -- read files on a server
GusRecog -- sense of taste
OlfRecog -- sense of smell
TacRecog -- sense of touch
VisRecog -- sense of vision
Volition -- free will resulting from feeling and thinking
Emotion as influence on thought and free will
EnThink -- think in English
KbRetro -- retroactively adjust knowledge base
Imperative -- mood for issuing commands
Indicative -- mood for declarative statements
InFerence -- automated reasoning
AskUser -- validate an inference
EnNounPhrase -- think with a noun
EnPrep -- insert an English preposition
EnArticle -- use "a" or "the"
EnAdjective -- insert an adjective
EnPronoun -- substitute a pronoun for a noun
ConJoin -- insert a conjunction
EnVerbPhrase -- think with a verb
EnAuxVerb -- use auxiliary verb
EnAdverb modifies a verb
EnAdverb modifies another adverb
EnVerbGen -- generates an English verb-form
AudBuffer -- stores English phonemes
OutBuffer -- right-justifies English verb-form
VisRecog -- visual recognition by feature extraction
SpreadAct -- spreads activation from concept to concept
Subjunctive -- mood for conditional phrases
ConJoin -- insert a conjunction if two thoughts are active
RuThink -- think in Russian
RuImperative -- needs to be coded
RuIndicative -- mood for declarative Russian sentences
InFerence -- automated reasoning
AskUser -- validate an inference
RuNounPhrase -- think with a Russian noun
RuAdjective -- insert a Russian adjective
RuAdjGen -- to generate a Russian adjective-form
RuAdverb -- insert a Russian adverb
RuPrep -- insert a Russian preposition
RuPronoun -- substitute a Russian pronoun for a noun
ConJoin -- insert a conjunction
RuVerbPhrase -- think with a Russian verb
RuVerbGen -- generate a Russian verb-form
AudBuffer -- stores Russian phonemes
OutBuffer -- right-justifies Russian verb-form
Speech -- output to screen or loudspeaker
RuAdverb -- insert a Russian adverb
VisRecog -- visual recognition by feature extraction
RuNounPhrase -- direct-object noun
RuNounGen -- to generate a Russian noun-form
ConJoin -- insert a conjunction
PsiDecay lowers conceptual activation
Motorium (MotorOutPut) -- for AI-Minded robots
MetEmPsychosis -- AI soul travel from webserver to webserver
PortScan -- find a receptive open port for relocation of the Ghost AI
Spawn -- AI Go FOOM
MindMeld -- merge two AI Minds by sharing memories
Consciousness -- emergent property, not a module


Nota Bene: This webpage is subject to change without notice. Any Netizen may copy, host or monetize this webpage to earn a stream of income by means of an affiliate program where the links to Amazon or other booksellers have code embedded which generates a payment to the person whose link brings a paying customer to the website of the bookseller.
This page was created by an independent scholar in artificial intelligence who created the following True AI Minds with sentience and with limited consciousness.
http://ai.neocities.org/mindforth.txt -- MindForth Robot AI in English.
http://ai.neocities.org/DeKi.txt -- Forth Robot AI in German.
http://ai.neocities.org/perlmind.txt -- ghost.pl Robot AI thinks in English and in Russian.
http://ai.neocities.org/Ghost.html -- JavaScript Robot AI Mind thinks in English.
http://ai.neocities.org/mens.html -- JavaScript Robot AI Mind thinks in Latin.
http://ai.neocities.org/Dushka.html -- JavaScript Robot AI Mind thinks in Russian.

The following books describe the free, open-source True AI Minds.
AI4U -- https://www.iuniverse.com/BookStore/BookDetails/137162-AI4U
AI4U (paperback) -- http://www.amazon.com/dp/0595259227
AI4U (hardbound) -- http://www.amazon.com/dp/0595654371
The Art of the Meme (Kindle eBook) -- http://www.amazon.com/dp/B007ZI66FS
Artificial Intelligence in Ancient Latin (paperback) -- https://www.amazon.com/dp/B08NRQ3HVW
Artificial Intelligence in Ancient Latin (Kindle eBook) -- https://www.amazon.com/dp/B08NGMK3PN
Artificial Intelligence in German (Kindle eBook) -- http://www.amazon.com/dp/B00GX2B8F0
InFerence at Amazon USA (Kindle eBook) -- http://www.amazon.com/dp/B00FKJY1WY

563 Mentifex Autograph Postcards were mailed in 2022 primarily to autograph collector customers at used bookstores to press the issue of whether or not the Mentifex oeuvre and therefore the autograph is valuable. These artwork-postcards with collectible stamps may be bought and sold at various on-line venues.
https://www.ebay.com
https://galaxycon.com/search?q=Mentifex

See AI 101 AI 102 AI 103 year-long community college course curriculum for AI in English.
See Classics Course in Latin AI for Community Colleges or Universities.
See College Course in Russian AI for Community Colleges or Universities.
Collect one signed Mentifex Autograph Postcard from 563 in circulation.
See Attn: Autograph Collectors about collecting Mentifex Autograph Postcards.

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The collectible AI4U book belongs in every AI Library as an early main publication of Mentifex AI.

https://ai.neocities.org/VisRecog.html

Mentifex
--
http://old.reddit.com/r/mentifex
http://github.com/PriorArt/AGI/wiki/MindGrid
http://cyborg.blogspot.com -- Mentifex weblog
https://www.tiktok.com/tag/mentifex -- TikTok
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