[Sammelthread] AI - Bildgenerierung (Stable Diffusion, Midjourney & Co)

[zidius]

Da stellt sich die weitere Frage, was man erreichen möchte:
1.) Ein vorhandenes Bild einfach nur um Faktor x vergrößern -> Dann will man wohl wenig Verfremdung.
2.) Ein künstlerisches KI-Bild vergrößern und verfeinern -> Dann darf/kann das Ergebnis auch deutlich vom imput abweichen. Hauptsache es sieht gut aus.

Ich beschäftige mich aktuell eher mit Punkt 2. Für Variante 1 ist denke ich SUPIR die bessere Wahl.


Zur Sicherheit:
Das Problem an den Verbesserungen ab PyTorch 2.6.0 ist, dass diese aktiv vom Nutzer eingesetzt werden müssen. Automatisch laufen sie nicht.
Wenn man ein potenziell unsicheres Modell wie z.B. 4x_upscale.ph laden möchte, müsste man explizit schreiben:

torch.load("4x_upscale.ph", weights_only=True)

Erst damit greifen die neuen Sicherheitsmechanismen gegen schadhaften Pickle-Code.
So habe ich es zumindest verstanden.
Und genau das ist im Node-basierten ComfyUI aktuell nicht möglich, weil ComfyUI intern das Laden übernimmt und diesen Parameter nicht anbietet.

 

[MechanimaL]

Ah ok, ich dachte, dass diese Files in einer abgesicherten Form geladen werden, von selbst, da ich bei yolo (facedetailer) Modellen eine Whitelist bemühen musste, dann hängt das evtl nochmals mit etwas anderem zusammen. Wenn du aber nur etablierte Modelle aus sicheren Quellen verwendest, ist das Risiko schon minimiert -open source sind die Sachen ja auch, aber klar, eine Sandbox-Umgebung könnte das ganze zusätzlich absichern (sofern technisch möglich), habe ich mich noch nicht mit beschäftigt.

 

[MechanimaL]

Aber von den ganzen eingebauten Details bin ich beeindruckt. Alleine die Ledergürtelelemente mit den kleinen Verzierungen

Welchen Workflow bzw. welche Werte im Sampler hattest Du da eigtl. benutzt?

 

[zidius]

Das war mein eigener Chaos-workflow ist auch immer noch nichts zum vorzeigen, weil ich so viel rumprobiere und wild umbaue. Bin von ein paar Werten auch schon wieder abgekommen. Half Tile bringt z.B. zu viele Nachteile, auch wenn es die Kachelbildung sehr zuverlässig verhindert...
Gibt immer noch genug zum experimentieren.


Gestern+Heute lag bei mir der Fokus aber auf WSL (Windows-Subsystem für Linux) und ich habe da jetzt ein Ubuntu mit ComfyUI zum laufen gebracht. Wollte aber erst einmal nur gucken wie und ob das läuft. Große Tests mache ich erst, wenn ich demnächst den Wechsel von Win10 zu Win11 gemacht habe (wird langsam Zeit )
Aber Ersteindruck ist schon mal gut.

Das mit deiner whitelist für yolo_face müsste ich aber auch nochmal recherchieren. Klingt interessant welcher Schutz dahinter steht.

 

[MechanimaL]

Hey, danke für den Screenshot, aber ich meinte für Dein SUPIR Vergleichsbild oben, das eine starke Detailierung/Neuschöpfung und klare Kanten produzierte.

Für Ultimate SD finde ich den von mir oben verwendeten Workflow schon gut, da werde ich testweise nachher mal noch ein controlnet einbauen.. Ich denke, die LORAS machen den Hauptunterschied bereits bei dem Generieren des Bilds (vorm Upscale), dann mit Ultimate SD Upscalen (da wäre die Frage Detailer-LORAs vs gleiche LORAs wie zuvor oder Kombi) und Facedetailer geht auch bei hoher Auflösung noch am Ende, da der nur einen Bildausschnitt nimmt. Bei dem Bild hier habe ich nur Flux und eine LORA mit 0.5 verwendet (und add details im upscale mit 0.5), mit dem obigen Workflow bei 0.25 denoising mit ultrasharp. Gefällt mir schon ganz gut, ist aber natürlich qualitativ auch noch ausbaufähig. Werde das mit einem eigenen Motiv (das hier ist ja quasi geklaut von Deinem Beispiel ) versuchen noch zu steigern.

Kleiner Tipp noch,für die, die das nicht kennen: Entweder kann man mit "masked only"- inpainting auch bei großen Bildern noch nachbearbeiten oder man schneidet mit einer Bildbearbeitung einfach einen Teil aus, der genügend Kontext hat, in einer Größe wie 1024x1024, bearbeitet dort details und fügt ihn exakt wieder ein, habe ich zb bei dem Bild so gemacht mit dem aufgewirbelten Schnee, der wurde nämlich z.T. zu einer Art Schneepflanze im Upscale ^^

 

[zidius]

Spoiler: [QUOTE="zidius, post: 30706927, member: 468686

Anhang anzeigen 1633297 Meine Version wirkt sehr "clean". Da ist der (ich nenn es mal) staubige Wüsteneffekt verschwunden. Bräuchte dafür vielleicht noch zusätzliche Effekt-LoRAs für SDXL beim upscale. Aber von den ganzen eingebauten Details bin ich beeindruckt. Alleine die Ledergürtelelemente mit den kleinen Verzierungen [/QUOTE]
"]

moment, welches Bild meinst du jetzt genau?
Das Vergleichsbild hier im Spoiler ist mit dem Ultimate SD upscale gemacht.

Flux im Ultimate SD upscale dauert mir definitiv zu lange bei meiner hardware. Da ist SDXL mit den Detail-LoRAs gesetzt. Controlnet ist aber wieder ein gutes Stichwort: Teste damit auch gerade rum... bekomme aber nur murks raus.

Bezüglich Nachbearbeitung habe ich auch das Gefühl, dass man um etwas händisches photoshoppen nicht rumkommen wird. Gerade sowas wie 2 Ultimate-SD-upscale-Bild-Versionen zusammenmixen kann schon sehr sinnvoll sein

 

[zidius]

mein aktueller Versuch: https://civitai.com/images/87076103
bin da schon sehr zufrieden mit, gerade was die Details angeht.
Aber ich kann schon nicht mehr sagen, wie oft ich das durch den Ultimate SD upscale gejagt und wie viele Versionen ich in Photoshop zusammengesetzt habe...

edit:
Hab hier noch was interessantes gefunden: https://github.com/dicksondickson/dickson-sci-fi-enhance-upscale
Den controlnet+uSDu Teil habe ich mal übernommen... werde da aber nicht schlau drauß. Meine Bilder werden damit viel schlechter.

 

[blubberbirne]

knapp 37mp

Spoiler: Achtung Groß

 

[Vigilant]

Das Krieger-Portrait finde richtig gut.

Womit erstellt?

Die Lady ist mir zu glatt. Aber Beauty Shot halt.

 

[Rickmer]

Poren haben eh beide nicht...

 

[blubberbirne]

Das Krieger-Portrait finde richtig gut.

Womit erstellt?

Die Lady ist mir zu glatt. Aber Beauty Shot halt.

Beide mit comyfui und sdxl mit einen detailer und upscaler workflow. Bin über den workflow gestern gestoßen.

 

[zidius]

Bitte den workflow bzw. den Link dazu teilen 👍

Das ist ja gerade mein Thema

 

[blubberbirne]

Poste ich später (wenn ich es nicht vergesse).

Wollte erst eine runde daddeln 😁

 

[zidius]

mal mein "Krieger"

Spoiler: Nicht ganz so groß

 

[Rickmer]

mal mein "Krieger"

Den mag ich lieber
Die Textur der Haut ist menschlicher und er hat auch nicht 'Löcher' in den Wangen.

 

[blubberbirne]

Spoiler: Workflow

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[MechanimaL]

mal mein "Krieger"

Details sind sehr schön geworden bei dem Bild. Welches SDXL(?) Model hast du da für den Upscale verwendet?

 

[zidius]

Habe das Model verwendet: https://civitai.com/models/133005?modelVersionId=782002
Bei den LoRAs bin ich immer noch bei der Kombi aus:
https://civitai.com/models/229213/e...trigger-slidersntcaixyz?modelVersionId=383563
https://civitai.com/models/122359/d

Spoiler: mein upscale workflow fürs Bild

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Bin immer noch am rumprobieren, aber insgesamt bin ich schon sehr zufrieden.

Wie man sieht, habe ich jetzt doch ein controlnet mit eingebaut.
Scheint schon was zu bringen.

 

[MechanimaL]

Ok danke, ich teste es mal. Btw eine LORA die (wenn sie vom Stil her passt) sehr schön die Detaillierung pusht (bei der Erstellung nicht im Upscale getestet) ist: https://civitai.com/models/1272455?modelVersionId=1464345 (wirkt schon bei kleiner Gewichtung)

 

[Rickmer]

Wenn ihr mal kapieren wollt, wie das mit Diffusion-basierter Bildgenerierung und den verschiedenen Samplern funktioniert und wie man aus Text ein Bild macht:

YouTube

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Der Titel sagt 'AI Videos', aber das ist grundlegend genug, dass das für Bildgenerierung identisch gültig ist.