Hello everyone,
I think I'll be doing these project status updates about once a month. I believe that's a reasonable timeframe.
Without further ado, here's the list of projects I'm currently working on. This is just a guide so you can keep an eye out for any series or characters you like. And as I mentioned before, I don't have a specific publication order—but if it's on this list,100% I'll be releasing the LoRA.
The requests you share with me via the Google form I handle unofficially as a surprise.
This is a behind-the-scenes look at my creative process 🔍. Every stage is crafted solely by me and tailored to my personal workflow. I hope you find it interesting and continue to support my work.
01 Frame Extraction: Frames are extracted from videos to build the initial raw dataset.
02 Filter Duplicates: Duplicate or highly similar images are removed.
03 Split Person: Characters are detected and individually cropped.
04 Vector Extraction: Each image is analyzed to extract a numerical feature vector that represents its visual characteristics. These vectors are later used as the foundational input for the clustering stage.
05 Clustering: Images are grouped based on visual similarity to identify character-specific clusters.
06 Dataset Refinement: Selection and reduction of images per character to a fixed set (usually 100), prioritizing those closest to the cluster centroid and highest in visual fidelity.
07 Fix Color and Resolution: All images are standardized to a consistent resolution and converted to PNG format. Contrast, brightness, and tonal levels are corrected.
08 Tagging: A unique trigger word is automatically generated for each dataset to define the LoRA’s activation keyword. Image tags are then enriched using visual recognition tools.
09 Training: The LoRA model is trained using my personal parameter configuration :).
10 Model Testing: A controlled batch of images (typically 35) is generated to evaluate model accuracy,
11 Completed: All functional LoRA models have successfully passed testing. These models are now ready for publication and may be released in no specific order.
-- 01 FRAME EXTRACTION --
Adachi to Shimamura
Arifureta Shokugyou de Sekai Saikyou S1
Arifureta Shokugyou de Sekai Saikyou S2
Arifureta Shokugyou de Sekai Saikyou S3
Bikini Warriors
Chained Soldier
Date a Live I
Date a Live III
Date a Live IV
Dearest Blue
Enjo Kouhai
Fushigi no Kuni no Succubus
Hitozuma no Kuchibiru wa Kan Chuuhai no Aji ga Shite
Kuro Gal a La Carte
Magia Record - Puella Magi Madoka Magica S1
Magia Record - Puella Magi Madoka Magica S2
Magia Record - Puella Magi Madoka Magica S3
Maji de Watashi ni Koi Shinasai!!
Oide yo! Mizuryuu Kei Land
Oni Chichi Harem
Otaku ni Yasashii Gal toka
Rakuen Shinshoku Island of the Dead
Reika wa Karei na Boku no Joou The Animation
Room of Guilty Pleasure
Sakusei Byoutou The Animation
Senki Zesshou Symphogear
Senki Zesshou Symphogear AXZ
Senki Zesshou Symphogear G
Senki Zesshou Symphogear GX
Senki Zesshou Symphogear XV
Shinigami Bocchan to Kuro Maid S01
Shinigami Bocchan to Kuro Maid S02
Shinigami Bocchan to Kuro Maid S03
Sister Breeder
So Low
Tales of Wedding Rings
Tonari no Ie no Anette-san The Animation
Tsugu Tsugumomo
Tsugumomo
Tsugumomo OVA
Tsurupeta Shugo Kishi Elfina Ochiru
Walkure Romanze
Yofukashi no Uta S1
Yofukashi no Uta S2
Youkoso! Sukebe Elf no Mori e
Yuuki Yuuna wa Yuusha de Aru
Yuusha Party o Tsuihou Sareta Shiro Madoushi
Yuusha-hime Miria
-- 02 FILTER DUPLICATES --
Adachi to Shimamura
Date a Live IV
Enjo Kouhai
Futsuma Shoujo Charlotte
I Couldn't Become a Hero, So I Reluctantly Decided to Get a Job
-- 03 SPLITPERSON --
-- 04 VECTOR EXTRACTION --
How Not to Summon a Demon Lord
Konosuba Sekai ni Bakuen o!
Konosuba Bonus Stage
Konosuba S1
Konosuba S2
Konosuba S3
Kumo Desu ga Nanika
Kyokugen Chikan Tokuiten 3 The Animation
Nukitashi the Animation
Riginetta-san no Bouken
Ruins Seeker
Seika Jogakuin Kounin Sao Oji-san
Shinigami Bocchan to Kuro Maid S03
Shounen ga Otona ni Natta Natsu
Succubus Connect!
-- 05 CLUSTERING --
AFK Journey
Aoki Hagane no Arpeggio Ars Nova DC
Date a Live V
How Not to Summon a Demon Lord
Ikkitousen - Extravaganza Epoch
Ikkitousen - Shugaku Toshi Keppu
Ikkitousen - Western Wolves
Ikkitousen - Xtreme Xecutor
Monster Musume no Iru Nichijou
Monster Musume no Oisha-san
Nightmare x Deathscythe
Ochi Mono RPG Seikishi Luvilias
Oukoso! Sukebe Elf no Mori e
Princess Principal - Crown Handler
Queen's Blade - Gyokuza no Tsugumono
Queen_s Blade - Gyokuza no Tsugumono
Rance 01 Hikari o motomete
Seven Mortal Sins
Shin Ikkitousen
Sweet and Hot
Tensei Oujo to Tensai Reijou no Mahou Kakumei
-- 06 DATASET REFINEMENT --
Azur Lane S2
Danmachi T1
Holy Knight
Hybrid x Heart Magias Academy Ataraxia
Ikkitousen
Ikkitousen - Dragon Destiny
Isekai Nonbiri Nouka
Isekai Shoukan wa Nidome Desu
Isekai Yurutto Survival Seikatsu
Kandagawa Jet Girls
Killing Bites
Nanatsu no Bitoku
Otaku ni Yasashii Gal toka, Kyonyuu no Osananajimi toka
Princess Lover!
Queen_s Blade - Grimoire
Queen_s Blade - Rebellion
Rakudai Kishi no Cavalry
Renseijutsushi Collet no H na Shibo Shirage Monogatari
Son of nam
Subarashiki Kokka no Kizukikata
Upotte!!
Wixoss Diva(A)Live
-- 07 FIX COLOR AND RESOLUTION --
-- 08 TAGGING --
Shojo Sect Innocent Lovers
-- 09 TRAINING --
-- 10 MODEL TESTING --
Busou Shinki
Date a Bullet
Fantasista Doll
Granbelm
Hime-sama Goumon no Jikan Desu
Momo Kyun Sword
My Girlfriend is Shobitch
Nozomanu Fushi no Boukensha
Youma Shoukan e Youkoso