#model interpretability
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Alat Visualisasi Data untuk AI: Membantu Pengembang Memahami Model dan Prediksi AI
Dalam dunia kecerdasan buatan (AI), pemahaman terhadap data dan model yang digunakan sangat penting untuk mencapai hasil yang akurat dan dapat diandalkan. Salah satu cara terbaik untuk memahami model AI dan prediksinya adalah melalui alat visualisasi data. Alat-alat ini memungkinkan pengembang dan data scientist untuk memvisualisasikan pola, hubungan, dan hasil yang dihasilkan oleh model AI. Kali…
#AI#AI development#AI explainability#AI insights#AI performance#AI tools#AI transparency#business intelligence#data analysis#data science#data visualization#deep learning#LIME#machine learning#machine learning models#model interpretability#predictive modeling#Python libraries#SHAP#TensorBoard#visualization tools
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self indulgent thang bc i like drawing kisses
#blender modeling beating my ass i need to do this to stay sane im afraid#battling my demons (being so serious about my interpretation of their dynamic aromantic yaoi style vs 'this would be fun to draw')#ghostart#chillai#chilaios#dungeon meshi#chilchuck tims#laios touden
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what started as a Joke has metamorphosed into Lore
#kibble scribbles#beastieball#long post#the galaxy surfers#troglum#radillo#i've been doodling this over several days and you can see axel gradually drift off model#some trivia for tag readers! buddy is really flippant about his old name because i was trying to play into his Carefree vibe#but axel takes his discomfort very seriously#i’m leaving it up for personal interpretation but i’m treating it like it’s his dead name#hence why it’s scratched out and illegible#(i never actually came up with his dead name; under the scribbles it’s random letters)
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Two blokes slacking off at work :p
Cretan diplomats based on a painting of the tomb of Rekhmire, Luxor. I was intruigued by the leopard skirt thingy one of them is wearing and drew a more or less realistic interpretation of it! The other guy's there so he can have a buddy.
While i usually draw people looking as average as possible, it's not the case here. It's fair to assume that within the "PR" context of the painting (representing their people in front of a foreign king) these would be the ancient aegean's hottest boytoys, so I kept them snatched and smooth shaved.
Originals under the cut!
Mural with my chosen duo highlighted
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Cropped closeup, leopard skirt guy on the left (and the two arms of jugs guy!)
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#.csp#2024#minoan#egyptian#historical#bronze age#i genuinely wonder if ppl shaved/waxed back then. i dont remember seeing any depictions of minoan men with facial hair#of course genetics change with populations across the ages etc but modern ppl from the same zones tend to be rly hairy so whats up with tha#additional design notes: gave them slight variations in build and skin color just because. its not on the originals#ancient egyptians DID paint diff morphologies but its all extremely stylized so assuming the ppl on that mural were modeled off real ppl#theyd not have been fat. but the exact details r muddy and open to interpretation#speaking of interpretation im just a nerd i have no formal education in all this dont get my ass for innaccuracy
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in my heart of hearts mike wheeler is absolutely an athena kid but i also have to offer up a concept that i think has extreme comedic and dramatic potential aka: repressed gay teenager mike showing up at camp half blood unsure of who his godly parent is and feeling insecure about not having powers and one day when he’s making not-so-secret heart eyes at his best friend and son of apollo will byers is when a bunch of glowing floating hearts show up above his head. and that’s how mike gets claimed by none other than aphrodite, the goddess of love and sexuality, and is in full denial about it for three days because he thinks it’s some kind of sick and twisted JOKE
(on aphrodite’s end, she’s upset mike is throwing away the gift of true love and keeps trying to trick him out of repression by making more and more improbable and hilarious gifts appear when he and will are hanging out. mike hands will a book and it turns into a box of chocolates and he has to fling it away like a frisbee before will sees it. they’re having lunch and romantic music starts playing. she gives mike the same blessing she used to claim piper and will can’t even look in his direction for a full day because he starts blushing so hard. fifty bouquets of flowers show up at the apollo cabin’s doorstep with a note that says love, mike and by the end of it, mike isn’t even repressed and unsure about his sexuality anymore — he’s just trying to not throw himself into the bonfire out of sheer embarrassment)
#also shoutout to piper mclean bc i think her arc of not believing she is an aphrodite kid bc she doesn’t fit the model for it and having#been teased and made an outcast of sorts kind of jaded her and made her actively rebel against being an aphrodite kid#i just think that is very mike wheeler of her#n then she spends five books learning what love means and what being an aphrodite kid means#again. very mike. to Me#credits to abby bc i said ‘what if mike shows up at chb and he is repressed and gay and immediately gets claimed by iris the rainbow goddess#and she said i see this and raise you aphrodite#and i said oh my fucking god.#anyways might write this. (is opening a google doc)#but we will see.#again like in all actuality i think he is super an athena kid to Me anyway. although i think a pjo/st au is one that is very open to inter#*interpretation#i just think this hc has a little kick to it#before anyone gets MAD and says no that’s STUPID and he would totally be Blah Blah Blah. i don’t want to hear it#byler#mike wheeler#/astro posts#pjo
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part one of my designs for some of the non-romanceable characters in Sun Haven I really like ^^ <3
#character design#christine#beeanca#caspian#cassie#honey#sun haven#fanart#non-romanceables don't have character portraits#just pixel models so I wanted to do my interpretation!! :D
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#“Growth Model Interpretation of Planet Size Distribution”. Li Zeng et. al 2019#DOI: 10.1073/pnas.181295116
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think i might've entered the "straight up an oc" phase
#monkey d luffy#my art#described in alt text#secret modern au#modern au luffy.. he's a runaway. he's a couch surfer. he can't keep a job. he's a model. he's a sugar baby. he beats up ppl in bars.#he doesn't even drink. everyone's obsessed with him. you never get to read his pov because he's up for interpretation.#he's sus but can't even lie. i dont know how we got there.
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one orrrr
two?
#not a perfect return to posting art#but fuck if my pettiness isn't a great driving force#lol about what snack??#some ole bullshit i saw on the whassit... insta or twitter#one of those two where “FaNs” go to pretend they got no fucking manners#oOoOh you're a this that whatever artist because look you draw like this one OoOoh#fuck outa here#literally I'm gonna post going through my whole goddamn style rolodex#also?#personal art style is not as big a deal as some of these new/young artists think it is#like maybe in commercial or children's book illustration#since they look for a specific vibe#and you're doing yourself an artistic disservice by focusing so much on “creating a personal style”#and this weird fucking self-imposed boundary of like appreciating how an artist renders this or that aspect of their drawing#because they think the plagiarism police are gonna SWAT them#like... it's pretty and you like it bcoz it speaks to you so#fucking just#try it out#try out that type of line weight#try out that color palette#try out that way of lighting a person or a scene#try it#listen everyone is out here being an aesthetic frankenstein's monster#the minute you try out xyz in your art it becomes “your style” because how you interpret it replicate it will be#influenced (altered you could say) by how you draw#unless your ass getting paid to draw on model or your art lead's style or you wanna get on a show/game so you're cobbling a quick portfolio#but that's not this#also lol next mutation still got fans#my childhood nostalgia says hello#tw eyestrain
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Omg.. is this a face reveal of my oc?
I finally settled on a design for my lovely Esther, who was the person with the bandit mask in my first FNV illustration. I was motivated to draw Joshua more often now that I finally came up with some lore that I am really happy with for my oc... a lot is happening to say the least. I want to eventually gain more courage to share some bits and pieces here for those interested because she really is one of my favourite oc's I think... However my strenght doesn't lie in writing LOL (My efforts will be there though SFDVS)
Besides that I just wanted to interact with the Joshua Graham enjoyers here!! PLSS I'm desperate to yap about my fave angry mummy /j (of course everyone is welcome to interact <33 /gen)
#fallout#honest hearts#fnv#fallout new vegas#fallout oc#oc: esther#fallout tag#joshua graham#joshua/esther#i made joshua more lean / bulky because his game model is just so unreadable for me i am so sorry#i am very specific with the way i interpret his visuals help#my friend says joshua probably looks like he is high 24/7 bc of his redened eyes which is so hilarious to me#yes she has a tanline because of her goggles
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may i have the 10 wholly unasked for paragraphs of semen retention belief lore please 🙏
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Ok
MEDICAL MODEL:
The philosophical core of Wardi medical model revolves around the universe’s primal dualism- it exists in between the extremes of Sea (cold wet dark female) and Sky (hot dry bright male). These forces are sterile and stagnant when separate, God emerged at their interacting boundaries as their synthesis, capable of creation. Life itself required God’s sacrifice of Its living spirit and the shedding of Its blood, which rendered sterile earth fertile and inhabitable and kicked of the perpetual death-rebirth flow of living spirit that maintains all life. The body is a reflection of this primordial state- it is maintained by the flow of living spirit (contained in the blood), and its core matter is an interactive mixture of primordial Hot Sky and Cold Sea, Warm in balance, with male and female physically differentiated by the presence of primordial extremes- the male has Hot testes, the female has Cold womb, the interaction of these extremes allow for creation.
(I promise this will have to do with semen retention eventually.)
Blood is understood as carrying the body’s living spirit, the animating force whose proper flow maintains life and health by balancing the body’s primordial extremes. Semen is a type of blood, given Hot nature by its isolation in the testes, and also carries the living spirit. It functions as the active seed of the living spirit. It is the Hot element planted in the Cold of the womb, the mingling of these forces allow for creation, and insemination with living spirit creates a living body that can host an immortal soul. (Wardi belief describes two souls- a living spirit that animates and maintains the body and an immortal soul that houses the mind).
Male gender designation revolves almost entirely around the testes, the Hot extreme of the body where semen is (assumed to be) produced and stored. In addition to its procreative functions, the testes are an organ whose function is to masculinize and strengthen the rest of the body. Each organ requires the proper flow of healthy blood/living spirit to function properly, and thus loss of this living spirit must be performed with great care- bloodletting in offering is highly controlled, bloodletting in medicine is carefully selected and done in accordance with balancing procedure. Since testes are regulated specifically by the living spirit in semen, semen should not be discharged with reckless abandon.
SOCIAL SEXUAL NORMS:
Cultural ideals for sexual behavior revolve around moderation and self-restraint. Sexuality itself is not demonized. There is nothing wrong with nonprocreative/nonmaritial sex in of itself (unless it is adultery on the part of a woman (male adultery is ostensibly bad too but is rarely treated as gravely), or a girl losing virginity prior to marriage, or it violates a litany of gender-sexual norms), but sexual RESTRAINT is an expectation.
Having an active but controlled libido is idealized, particularly in men. A man who is an absolute paragon of ideal masculinity has a libido, but is not ruled by it. He does not masturbate and rather seeks a partner for sexual release. He usually has a wife for this, and otherwise is capable of the patience and restraint to attain a quality sexual partner rather than finding the easiest release out of desperation. His partners are suitable to proper male interest, being good looking women or pretty beardless youths (going for 'unseemly' women or older, masculine men (so long as one performs the penetrative role) is not wholly unacceptable but suggests desperation and a weak control of libido).
This is an IDEAL and not strictly enforced- very few people will think you’re a weak failure of a man for jerking off sometimes or bragging about fucking some random tail, and hiring sex workers is entirely normalized (and will only be condemned if deemed notably ‘excessive’ and disruptive to a normal patriarchal role, or truly symptomatic of being unable to get laid without paying for it). Rather, if someone is already identified as a weak or effeminate man, ‘excessive libido’ may be cited as a cause or symptom, or rhetoric to criticize them.
THE SEMEN RETENTION:
Encouragement of semen retention/regulation stems out of both of these forces. Proper masculine social/sexual behavior encourages a limitation to discharge of semen, and medical thought deems it necessary for physical masculinization. A man who does not 'excessively' lose semen via an uncontrolled libido is thought to be physically more masculine- it is assumed to directly make the testes larger since they are Storing More Cum, but also to deepen the voice, assist in the growth and maintenance of the beard, and generally enhance strength, mental acuity, and vitality. Men are regarded as innately physically and mentally stronger than women, with the medical model slapped on as one of the means of explaining patriarchal norms (in addition to spiritual concerns of pollution and metaphysical vulnerability). Regulating semen is one of many behaviors that allows a man to stay this way.
This is also an element in why 'effeminacy' in men is linked to hypersexualization- there is an assumption that men who are physically or behaviorally non-masculine have exaggerated, uncontrolled libidos. Effeminancy or ‘softness’ in men is a failure to perform a wide set of behaviors and not strictly an accusation of receiving penetrative sex, but this is often an element- a man who receives is presumed so desperate and out of control of his libido that he will submit to debasement and shame for fulfillment (an un-masculine man who cannot be a penetrative partner could at least retain his dignity by having enough self-control to abstain entirely).
Some scholars, high ranking warriors, and politicians will (at least claim to) be functionally celibate and refrain from all discharge of semen in order to function at peak performance. This total abstinence is rare and NOT culturally mandated, and is often looked on with a little snide derision as a tryhard performance. More commonly, men will attempt to live a life with a controlled libido, and may temporarily abstain from sexual activity leading up to situations that require physical and mental acuity (combat, debate, sport, etc).
Of most concern to the average day to day person is accidental loss through nocturnal emission. While this is harmless every once in a while, it is cause for concern if it occurs frequently- your body is discharging part of its living spirit completely outside of your control, you are directly weakened by this and you don’t want this happening on a regular basis. Recurrent, frequent episodes may indicate polluted blood, or outright inhabitation by evil spirits.
The only level on which semen retention tends to be actively, directly enforced is with children. Teenage boys are typically discouraged from masturbating (especially during the early stages of puberty)- retention of semen masculinizes the body, therefore will contribute to a healthy and normative puberty and should be preserved at this vulnerable time. It is considered normal to chastise and punish a pubescent boy for masturbation. This is seen as preventing him from harming his health, and to teach him to regulate desire and exercise self control, one of many facets of shaping a boy into a proper man during this critical time. This norm does not contribute to children developing lingering psychological issues AT ALL.
Wardi traditional medicine is a holistic methodology of spiritual/physical treatment, using a base system of items (foods, animal parts, herbs, metals, stones) with Hot or Cold properties and individual Essences to manage imbalances in the body and it's blood/spirit flow and dispel evil spirits. This medical system (and related subdivisions of folk medicine) is commonly used to treat nocturnal emissions, and may also be used to lower libido and/or discourage teenage masturbation. These are largely medicines with Cold properties and noted anaphrodisiac Essence. Eels are a big one- given that eels, obviously, are sexless and emerge from river mud, their bodies are anaphrodisiacs and consumption of eel meat/eel based tinctures can lower libido (this should be done with caution, as it also lowers fertility in humans and animals). Medicines may be directly applied to the penis, this does not interfere with the intended function of the testes but subdues excess lust. Phallic amulets are worn regardless of gender and have holistic nonsexual protective properties, but may also help defend against nocturnal emission. Other medicines are worn in sachets that are tied around the hips during sleep, often weighted with lead. In very severe cases (mostly associated with other dysfunction), the penis or testes may be infected with polluted blood and should be bled.
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Tangent: If the Wardi community had reddit you would occasionally see threads like "DAE eat their semen after masturbating so you don't actually lose any?" and most responses would be "no wtf" but there would be a decent number of people going "omg yes I thought I was the only one" "I mean that's kind of weird but I guess it makes sense if you really think about it" and then one very angry commenter ranting about how, No, eating your semen DOES NOT suffice as mitigation of the loss, this is why so many boys are SOFT AND EFFEMINATE these days, the men of old NEVER jacked off and NEVER ate their own cum and had MUCH FULLER BEARDS AND LARGER TESTICLES.
#I also promise I did not intentionally milk this into 10(+) paragraphs I just like to be thorough . Like you need to know how cosmological#philosophy filters down into common practices of semen retention#It should also be noted that in general when I describe these deeper philosophical models it should not be interpreted as things#that Every Member Of The Population Is Routinely Thinking About#The primordial SEA/SKY dualism has philosophical significance and directly informs the medical traditions and practices of some#priesthoods but does not factor directly and explicitly into everyday practice.#Most people's religious practice is based around active interaction with God and Its Faces (and for that matter much of the public#experiences this religion more like a pantheon than a singular monotheistic god with different aspects)#The everyday person is thinking of semen regulation as 'it keeps you healthy and masculine' and not 'it ensures flow of living spirit#through the Hot masculine element of the body and improves the health of this system'- they'll be aware of the core concepts#like blood/semen as a carrier of living spirit but not necessarily thinking about it in THIS level of detail#imperial wardin
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Artwork of Bargello that I made for Project Path Action.
#i'm not sure if team asano artists use model sheets because their characters in general have design elements that differ in official artwork#in bargello's case his hairstyle is different depending on who draws him?#i figured it was fair game to interpret it how i wanted in that case; hope that's ok#ANYWAY bargello you will always be famous#octopath cotc#octopath traveler#bargello ghiberti#(and ''black-and-white cat'' as it is called ingame but i named it binky)
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saw someone compare samatoki’s 3d models with each other and decided to do the same for kuukou’s lol
#this is vee speaking#MY QUEUE JUST DOES NOT WANT TO POST TJIS ITS BEEN SITTING THERE FOR TWO DAYS LOL#the very fine balance of making sure kuukou’s irises are as anatomical correct as possible while not making him look high#is the actual challenge when drawing him LOL#i like how round kuukou is in the vr/glory or dust model and that skin tone is easiest on my eyes#but i also love how vibrant hypdream is lmao the colours are a touch more complex which gives this model the most depth#but i LOVE seeing the hypmic style interpreted lol it’s got the modeller’s style written all over the hypmic style and i love that lmao#I LOVE ART ART IS FANTASTIC LMAO
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i drew the whole wolf hound squad
#re#re8#resident evil#chris redfield#ethan winters#john perlman#emily berkhoff#charlie graham#dion wilson#rolando elba#rosemary winters#eveline#yes i saw the 3d model for the game unmasked#the concept art was more interesting to explore#anyway eveline is around 7 or 8 while rosemary is around 3#the drawing started as just height/body difference but i added more and more drawings#my art#use them as reference if you want!! these are just from my interpretations#please credit me though...
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#EXAMS ARE OVER I CAN DRAW NOW!!!!!!!!!!#anyways these are outfits from hnk worn by my some of my favorite rocks#not gonna tag hnk i dont know if the hnk people would want this i didnt even draw the clothes on model i interpreted them myself#i dont think their dynamics are remotely close either (thank god) i just wanted to draw my blorbos wearing the clothes of my other blorbos#limbus company#art i made#sketched this while listening to an intro class on vector graphics..i dont like vector graphics
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Some sillay doodles!! Qinterwatcher + trans jade-winglet doodles <3 I tend to do these silly (very off model & probably real out of character) jade winglet doodles as warm ups & cool downs after bigger drawings !! They’re fun to do
#(also when I say off-model i mean of my personal designs for them . canon designs mean nothing to me lmao)#it’s taken me weeks to build the confidence (?) to post these i do not know why#i did most of these during artfight 👍 theres a lot more but its mainly just little doodles of them standin around#either way I headcanon the entire jade winglet as trans in some way <3 you can put your own headcanons onto that as you please but my#personal headcanons are -#winter (trans man) Turtle (transfem) Moon (transmasc / nonbinary) Kinkajou (genderfluid is the best descriptor maybe) Qibli (nonbinary)#Peril (nonbinary) !! that first ‘’’’comic’’’’ w/ winter is him just tellin everyone because he transitioned before they met & he was comfy#enough with them all to let them know thar part of his identity :0) !!!!!! or at least thats how I interpret it#doodle#winter#qibli#moonwatcher#qinterwatcher#<- is that they’re ship name ?? Im not really sure#turtle#kinkajou#peril#hopefully ill post the other doodles maybe !!!! dunno why im so scared to post art online rn pghj so many artfight attacks …. never posted..#TideArt
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