ãStable-Diffusionãð°ã©ããããåããð±Comfy-UIã®äœ¿ãæ¹ïŒSTEP1ïŒ #stablediffusion #ComfyUI #stablevideodiffusion
TLDRãã®åç»ã¯ãComfy-UIã䜿ã£ãç»åçæã®ææ³ã玹ä»ããŠããŸãããããããªãã£ãã¥ãŒãžã§ã³ãå¹ççã«äœ¿çšããã¢ãã¡ãŒã·ã§ã³ãé«ç»è³ªãªç»åãçæããæ¹æ³ã«ã€ããŠè§£èª¬ããŸããComfy-UIã¯ãé«åºŠãªãŠãŒã¶ãŒåãã®ããŒã«ã§ãæè»ãªçæå·¥çšãå¯èœã§ãVRAMã®äœ¿çšå¹çãåäžããŸããåç»çæã«ã€ããŠã觊ããä»åŸã®åç»ã§ãã詳现ã«è§£èª¬ããäºå®ã§ãã
Takeaways
- ð ComfyUIã¯é«åºŠãªStable Diffusionã®WEB UIã§ãããå¹ççãªç»åçæãå¯èœã§ãã
- ð§ ComfyUIã䜿ãããšã§ãããé«åºŠãªåç»çæãSDXLã¢ãã«ã䜿ã£ãé«ç»è³ªãªç»åçæãå¯èœã§ãã
- ð¡ ComfyUIã¯ãåå¿è ããäžçŽè ãŸã§ã䜿ããããããã«èšèšãããŠãããæè»ãªçæå·¥çšãå¯èœã§ãã
- ð ã€ã³ã¹ããŒã«ã«ã¯ãStability Matrixãéåžžã®ããŒã«ã«ç°å¢ã®ã©ã¡ãããéžæã§ããŸãã
- ð ComfyUIã®å°å ¥æ¹æ³ãåºæ¬æäœã«ã€ããŠããã£ã³ãã«ã®éèã¶ã¹ãã詳ãã解説ããŠããŸãã
- ð¥ åç»çæã®éã«ã¯ãStability Matrixãçšããæ¹æ³ãšçŽæ¥çãªæ¹æ³ã®äž¡æ¹ãè©ŠããŠã¿ãããšãå¯èœã§ãã
- ðŒïž ComfyUIäžã§ã®ç»åçæã§ã¯ã.seedå€ãåçš®ãã©ã¡ãŒã¿ãŒã調æŽããŠãçæçµæã調æŽã§ããŸãã
- ð çæé床ãVRAMã®äœ¿çšéãªã©ã®ããã©ãŒãã³ã¹é¢ã§ããComfyUIã¯åªããå¹çãçºæ®ããŠããŸãã
- ð ComfyUIã䜿ãããªãããšã§ãããåµé çãªAIçæã¢ãŒããå¯èœã§ãã
- ð ïž ComfyUIã®ããŒãããšããžã®æ¥ç¶æ¹æ³ã«ã€ããŠããåç»ã¹ã¯ãªããã«ã¯è©³ããæ å ±ãæäŸãããŠããŸãã
- ð ComfyUIã¯ãªãŒããããã¯ã€ã¬ãã³ã€ã¬ãã³ã®æ¡åŒµæ©èœãšåæ§ã«ãã«ã¹ã¿ã ããŒããã¢ãã«ã®ç®¡çãç°¡æœã«è¡ãããšãã§ããŸãã
Q & A
ã³ã³ãã£UIãšã¯äœã§ããïŒ
-ã³ã³ãã£UIã¯ãStable Diffusionãå¹ççã«äœ¿çšãã€ã€èªèº«ã®çæå·¥çšãæ¹é ã§ããéè ããäžçŽè åãã®ç»åçæããŒã«ã§ãã
ã³ã³ãã£UIã®äž»ãªå©ç¹ã¯äœã§ããïŒ
-ã³ã³ãã£UIã®äž»ãªå©ç¹ã¯ããªãŒããããã¯ã€ã¬ãã³ã€ã¬ãã³ã§ã§ããããšã®ãã¹ãŠãã§ãã€ã€ãããæ©ãçæé床ã§è©Šè¡åæ°ãå¢ããããšãã§ããããšãVRAMã®äœ¿çšéãå°ãªãé«è² è·ã®ç°å¢ã«ãèããããšããããŠçæå·¥çšãæè»ã«ã«ã¹ã¿ãã€ãºã§ããããšã§ãã
ã³ã³ãã£UIã®å°å ¥æ¹æ³ã«ã€ããŠæããŠãã ããã
-ã³ã³ãã£UIãå°å ¥ããã«ã¯ããŸãStability Matrixã®å°å ¥æ¹æ³ãåç §ããgitHubã®Stability MatrixããŒãžã«ã¢ã¯ã»ã¹ããŠZIPãã¡ã€ã«ãããŠã³ããŒãããŠå±éããŸãããã®åŸãStability Matrixã®Package ManagerããconfUIãã€ã³ã¹ããŒã«ããå¿ èŠãªãã§ãã¯ãã€ã³ããã€ã³ããŒãããŸãã
ã³ã³ãã£UIã®æäœç»é¢ã«ã¯ã©ã®ãããªæ©èœããããŸããïŒ
-ã³ã³ãã£UIã®æäœç»é¢ã«ã¯ãããŒãïŒåæ©èœã圹å²ãæ ãéšåïŒãšãšããžïŒããŒãéã®æ¥ç¶ç·ïŒãã¡ã€ã³ã¡ãã¥ãŒïŒåçš®æ©èœãéçŽãããŠããå ŽæïŒããããŸããã¡ã€ã³ã¡ãã¥ãŒã«ã¯ãçæãã¿ã³ããããã«ãŠã³ããåŠçç¶æ³ã®ç¢ºèªãçæäžã®åŠçã®åãæ¶ã/åå®è¡ãéå»ã®çæã¯ãŒã¯ãããŒã®åçŸãã¯ãŒã¯ãããŒã®æžãåºãä¿åãã¢ãã«ãèšå®ã®æŽæ°ãã¯ãªã¢æ©èœãªã©ããããŸãã
ã³ã³ãã£UI㧠Stable Video Diffusion ãè©Šãããã«å¿ èŠãªãã®ã¯äœã§ããïŒ
-ã³ã³ãã£UIã§Stable Video Diffusionãè©Šãããã«ã¯ããŸãStable Video Diffusionçšã®ã¢ãã«ãå¿ èŠã§ãããã®ã¢ãã«ã¯Hugging Faceã®ãµã€ãããããŠã³ããŒãããããšãã§ããŸãã次ã«ãconfUI examplesãµã€ããã Stable Video Diffusion çšã®ã¯ãŒã¯ãããŒãããŠã³ããŒãããã³ã³ãã£UIã®ã¯ãŒã¯ã¹ããŒã¹ã«ãã©ãã°ïŒããããããããšã§ããããªçæã®ããã®ã¯ãŒã¯ãããŒãå±éãããŸãã
ã³ã³ãã£UIã§çæãããç»åãšAuto-Magick ILEBEN ILEBENã§çæãããç»åã®éãã¯äœã§ããïŒ
-ã³ã³ãã£UIã§çæãããç»åãšAuto-Magick ILEBEN ILEBENã§çæãããç»åã®éãã¯ãäž»ã«ãã€ãºçææ¹æ³ã«ãããŸããã³ã³ãã£UIã¯CPUã§ãã€ãºãçæããããããã€ã©ã¹ããçæããã®ã«å¯ŸããAuto-Magick ILEBEN ILEBENã¯GPUã§äœæããããã€ãºããã€ã©ã¹ããçæããŸãããã®ãããã·ãŒãå€ãåãã§ããçæãããç»åã«ã¯éãããããŸãã
ã³ã³ãã£UIã®ã¯ãŒã¯ãããŒã«ãããŠãããŒãã¯ã©ã®ããã«æ©èœããŸããïŒ
-ã³ã³ãã£UIã®ã¯ãŒã¯ãããŒã«ãããŠãããŒãã¯æ å ±ã®å ¥åå£ãšåºåå£ãæã¡ãããããã«ç°ãªãæ©èœã圹å²ããããŸããæ å ±åŠçã¯åºæ¬çã«å·Šããå³ã«æµããåããŒãã¯ãã®åœ¹å²ãæãããŠæ å ±ãåŠçãã次ã®ããŒãã«äŒéããŸãããã®ããã«ãäžé£ã®ããŒããéãŸã£ãŠåŠçã®ãããŒã圢æããŠããŸãã
ã³ã³ãã£UIã§åç»çæãè¡ãå ŽåãVRAMã®å®¹éã¯ã©ã®ãããæãŸããã§ããïŒ
-ã³ã³ãã£UIã§åç»çæãè¡ãå ŽåãVRAMã®å®¹éã¯ã§ããã ãå€ãæãŸããã§ããç¹ã«ãé«è§£å床ã§åç»ãçæããå Žåãããå€ãã®VRAMãå¿ èŠã§ããå®éã®äœ¿çšäŸã§ã¯ãRTX3070TIã®VL8ããŒãPCã§çæããéã«VRAMã®äœ¿çšéã¯88GBãè¶ ããªãã£ããã®ã®ãå°çšã®GPUã¡ã¢ãªã ãã§åãŸããããAuto-Magick ILEBEN ILEBENãããVRAMã®äœ¿çšå¹çãè¯ãããã ãšèããããŸãã
ã³ã³ãã£UIã®ã»ãŒãã€ã¡ãŒãžæ©èœã«ã€ããŠæããŠãã ããã
-ã³ã³ãã£UIã®ã»ãŒãã€ã¡ãŒãžæ©èœã¯ãçæçµæã衚瀺ããªãããã¡ã€ã«ã®ä¿åãè¡ããŸããä¿åå ã¯æå®ããããã©ã«ãã«ããããä¿åãããŸãããŸããä¿åå Žæã«ã¯æ¥ä»ãšé£çªãèªåçã«å ¥ããŸãããã ããç»åçæã«ãã£ãŠã¯ç®¡çã倧å€ã«ãªãããšãããããã泚æãå¿ èŠã§ãã
ãšããžãæ¥ç¶ããéã®ã«ãŒã«ã¯äœã§ããïŒ
-ãšããžãæ¥ç¶ããéã®åºæ¬çãªã«ãŒã«ã¯ãåãè²ã®ãã³ãç·å士ããç¹ãããªããšãã§ãããã®ã«ãŒã«ãèŠããŠããããšã§ãããŒãéã®æ¥ç¶ã容æã«ãªããåŠçã®ãããŒãç解ãããããªããŸãã
次åã®åç»ã§ã©ã®ãããªãããã¯ãæ±ãäºå®ã§ããïŒ
-次åã®åç»ã§ã¯ãã³ã³ãã£UIã§Auto-Magick ILEBENã®å¿ é æ¡åŒµæ©èœã§ããControlNetãTailorãªã©ãåçŸããæ¹æ³ã«ã€ããŠè§£èª¬ããäºå®ã§ããèå³ãããèŠèŽè ã¯ã次åã®åç»ãæ¯éèŠã«æ¥ãŠã»ãããšæã£ãŠããŸãã
Outlines
ð Introduction to ConfUI and Image Generation Techniques
The paragraph introduces the concept of ConfUI, a tool for image generation that allows users to efficiently use VD while customizing their generation process. It contrasts ConfUI with the more familiar Auto-Magical Even-Even Stable Diffusion (Auto-Even), highlighting the need for advanced generation techniques and higher quality image creation. The speaker expresses their interest in ConfUI and their intention to explain it in an accessible way, despite its seemingly complex nature.
ð» ConfUI Setup and Basics
This section delves into the setup process of ConfUI, recommending the use of Stability Matrix for ease of installation and management of models and checkpoints. It outlines the steps for downloading and installing ConfUI through ZIP files and the necessary preparations for using it in a local environment. The speaker also mentions the need to install ConfUI Manager, a tool for managing custom nodes and models, and provides a brief guide on how to do so.
ð¥ïž Understanding the ConfUI Interface
The speaker provides an overview of the ConfUI interface, explaining the workflow and the main components such as nodes, edges, and the main menu. It describes the function of each part, including the prompt node, checkpoint selection, and the various settings for image generation. The paragraph aims to familiarize users with the interface and its capabilities, setting the stage for practical demonstrations.
ðš Practical Demonstration of ConfUI and Stable Video Diffusion
In this part, the speaker conducts a practical demonstration of ConfUI, showing how to generate images using pre-set parameters and loaded checkpoints. It compares the generation process and output between ConfUI and Auto-Even, noting differences in noise generation and image output. The speaker also touches on the efficiency of VRAM usage in ConfUI, providing a brief test of generating an image with specific settings and parameters.
ð¹ Exploring Stable Video Diffusion with ConfUI
The speaker explores the use of ConfUI for video generation, specifically focusing on Stable Video Diffusion. It explains the need for specific models and provides a step-by-step guide on how to set up and generate a video using ConfUI. The demonstration includes loading a pre-recorded video, adjusting settings, and using the workflow to generate a stabilized video output. The speaker emphasizes the potential of ConfUI for video generation and the importance of having sufficient VRAM capacity.
ð Conclusion and Future Outlook
The speaker concludes the video by summarizing the key points covered in the tutorial and expressing their intention to delve deeper into ConfUI in future videos. They encourage viewers to try out ConfUI and provide feedback or questions in the comments section. The speaker also mentions the potential for future videos to cover advanced features and extensions in ConfUI, inviting viewers to join for more in-depth explorations.
Mindmap
Keywords
ð¡Stable-Diffusion
ð¡Comfy-UI
ð¡åç»çæ
ð¡SDX
ð¡VTuber
ð¡Stability Matrix
ð¡ãã§ãã¯ãã€ã³ã
ð¡VRAM
ð¡ã«ã¹ã¿ã ããŒã
ð¡ã¯ãŒã¯ãããŒ
ð¡çææ¡ä»¶
Highlights
Comfy-UIã®å°å ¥ãšåºæ¬çãªäœ¿çšæ¹æ³ã詳ãã解説
é«åºŠãªåç»çææè¡ãšSDXã¢ãã«ã®æŽ»çšæ¹æ³
ã¹ããŒãã«ãããªãã£ãã¥ãŒãžã§ã³ã䜿ã£ãã¢ãã¡ãŒã·ã§ã³ã®äœæ
å¹ççãªç»åçæã®ããã®Comfy-UIã®åŒ·ã¿ãšç¹åŸŽ
æ¢åã®ãªãŒããããã¯ã€ã¬ãã³ã€ã¬ãã³ãšã®æ¯èŒãšå©ç¹
Comfy-UIã䜿ã£ãå ·äœçãªæäœãã¢ã³ã¹ãã¬ãŒã·ã§ã³
è€éãªçæããã»ã¹ãå¯èœã«ããé«åºŠãªããŒã«ãšããŠã®äœçœ®ä»ã
䜿çšããéã®æ³šæç¹ãåå¿è ãã€ãŸã¥ãããããã€ã³ã
ç»åçæã«é¢ããé«åºŠãªãã©ã¡ãŒã¿ãŒã®èª¿æŽæ¹æ³
ã³ã³ãã£UIã®å®çšäŸãšããŠã®åç»çæãã¯ããã¯
ããŒã«ã«ç°å¢ã§ã®ã»ããã¢ãããšéå§æ¹æ³
åç»çæã®é床ãšVRAM䜿çšéã®åæ
Comfy-UIã®ä»åŸã®ã¢ããããŒããšæ©èœæ¡åŒµã«ã€ããŠã®å±æ
å®éã®äœ¿çšæãšãŠãŒã¶ãŒã€ã³ã¿ãã§ãŒã¹ã®çŽ¹ä»
çæãããç»åãšåç»ã®è³ªã®è©äŸ¡ãšæ¹åç¹
åç»çæãéããŠèŠãComfy-UIã®æœåšçãªåœ±é¿