PH's Archviz x AI ComfyUI Workflow (FLUX1.TOOLS + CogVideoX)版本v0.55 (ID: 1181255)

This Workflow for ComfyUI is designed to have ALL the FLUX1.Tools combined for using it for 1) image- 2) inpainting- 3) outpainting- and 4) img2vid-generation on Architectural Imagery. Might be of use to others here too. The Workflow generates images from Depth-Generation (switch between lora/model in the Model Loader (Section I) or customize e.g. to canny), outputs can then be In-/Outpainted before being send to cogvideox at the end of the process. Some Examples for BASE IMAGE INPUT included.

A video for how i use it can be seen here:

CHANGES

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v0.55_241219

- added img2video "mode 4" in CONFIG, now enables BASE IMAGE INPUT to VIDEO OUTPUT (recommend to turn off IMAGE OUTPUT for that)

- added SELECT CAMERA MOVEMENT to cogvideox CONFIG, pre defined prompts from section II now enable the movement through Camera Motion Lora created by NimVideo (link below)

- added MOTION LORA STRENGTH, tested best at 0.6-0.8, sometimes 1.0 working. Added to used resources

- further simplified IMAGE INPUTS, now everything but redux is available through BASE IMAGE INPUT

v0.5_241213

- fixed Inpainting, visible seems from masking removed (blurred), the correct output will be shown in the preview/save node now cough

- added easier Setting for IMAGE RESIZE RESOLUTION, default set to 1920 Pixel (proportions remain)

- REDUX STRENGTH now can be easily adjusted from CONFIG

- LORA STRENGTH now can be easily adjusted from CONFIG

- added auto-aspect for video Output, depending on your input it now creates landscape/portrait

- simplified video output, process-nodes moved to COGVIDEOX OUTPUT and now it is a one click enable/disable in rgthree's fast bypasser

- combined INPUTS FOR IN- & OUTPAINTING to safe some space

- added standard SAVE IMAGE nodes (Low Quality/LQ: jpg 72 dpi, High Quality/HQ: png 300 dpi CONTAINING METADATA/WORKFLOW)

v0.4_241129

- added PROPER Inpainting, now your Images don't get fried after 3-4 Inpaintings.

- FLUX1.Redux now part of this (BLACK nodes)

- easily switch between Prompts for image Generation

- optimized workflows

v0.3_241122

- initial release

Please be aware that this workflow demands high ressources in terms of VRAM (as shown in the video).

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Ressources:

MODELS used:

checkpoints

• flux1-dev.safetensors

• flux1-depth-dev.safetensors

• flux1-fill-dev.safetensors

• -> (FP8-Versions available from https://huggingface.co/boricuapab)

lora

• flux1-depth-dev-lora.safetensors

• pytorch_lora_weights.safetensors (https://huggingface.co/NimVideo/cogvideox1.5-5b-prompt-camera-motion/blob/main/pytorch_lora_weights.safetensors)

CogVideoX

• CogVideoX-5b-1.5-I2V

clip

• t5xxl_fp16.safetensors

• clip_l.safetensors

vae

• ae.safetensors

CUSTOM NODES used:

• GitHub - ltdrdata/ComfyUI-Manager

• GitHub - rgthree/rgthree-comfy

• GitHub - chrisgoringe/cg-image-picker

• GitHub - kijai/ComfyUI-KJNodes

• GitHub - kijai/ComfyUI-CogVideoXWrapper

• GitHub - yolain/ComfyUI-Easy-Use

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Download FLUX etc. from BlackForestLabs

Kijai's CogVideoX1_5i2v video related stuff + KJNodes

rgthree-comfy for more comfort

chrisgoringe's cg-image-picker for preview picking

yolain's easy-use nodes and

theUpsiders Logic nodes for some automatic stuff used.

A complete generation of a 1920x1440px image and a 49f long 1360x768px video without extra In- & Outpainting takes about 530s on a 4090, vram peaks at ~23gb, so yes unfortunately for high ressources only atm. If you are interested in updates, head over to my instagram.

描述:

v0.55_241219

- added img2video "mode 4" in CONFIG, now enables BASE IMAGE INPUT to VIDEO OUTPUT (recommend to turn off IMAGE OUTPUT for that)

- added SELECT CAMERA MOVEMENT to cogvideox CONFIG, pre defined prompts from section II now enable the movement through Camera Motion Lora created by NimVideo (link below)

- added MOTION LORA STRENGTH, tested best at 0.6-0.8, sometimes 1.0 working. Added to used resources

- further simplified IMAGE INPUTS, now everything but redux is available through BASE IMAGE INPUT

训练词语: