Eight 4K animations created for the
Salesforce lobby in Dublin.
Their characters were transformed
into puffy, fluffy clouds drifting
through the sky.
The process used SD 1.5, IP-Adapters,
AnimateDiff, and ControlNet Depth
Anything inside ComfyUI.
Draft 3D animations were created and
comped in After Effects against cloud
plates, then used as input for AI motion
and style transfer.
The final renders were brought back
into After Effects, where additional
3D elements were composited into the
scenes using newly generated depth maps.
A strong example of using AI as part of
a real production pipeline — not as a
prompt slot machine or credit vacuum.
A one-day exploration of Bernini’s Video Edit model, running locally on an RTX 5090.
For this test, I remixed several classic shots from The Matrix using “The NeoBorg,” a custom character reference built from a detailed character sheet. The sheet gave Bernini enough visual information to maintain the character across multiple camera angles and scene setups.
The model feels surprisingly flexible, with strong prompt adherence and promising motion-transfer behavior. Character motion transfer is only one possible use case, but this first round opened up a lot of ideas for future experiments.
Created with ComfyUI and Bernini.
Character sheet created with Flux2 Klein Edit.
Exploring motion transfer
and video-to-video workflows
using ComfyUI and Wan 2.2 Animate.
Cyborg characters were created
with Flux 2 Klein.
Generated locally on a PC
with an RTX 5090.
This underwater exploration was created
locally in ComfyUI using Flux 2 Klein
and LTX 2.3.
Reference images were interpreted and
regenerated, then processed through an
optimized LTX 2.3 workflow.
Rendered locally on an RTX 5090
workstation.
An experiment using Wan2.1 Mocha inside Comfy Ui, to replace the model with an anatomical skeleton model. It uses advanced masking techniques and Pose controlnet to work its magic.
Adobe After Effects to Edit and Color Correction and Finish
Created in Comfy Ui, Locally on a PC with a 5090.
The Severance Epic Dance scene in clay.
This was a little project I started as I was experimenting with a Model Merge that was shared by mastermind inner reflections. Its a Wan Vace | Phantom model merge allowing VACE to have no strength of the phantom embeds which improves character consistency and prompt adherence. I was working with 3 different characters across over 20 shots. Some difficult scenes involved characters crossing in front of each other, which caused the characters to try to morph switch. I used Flux Kontext and Qwen to make the severance rooms out of clay. Custom Controlnet setup that blends Line art with Pose to help tell Wan how the camera moves. Finished in AE.
Done in a couple of days using my local 5090 PC with comfy ui.
This project was just for fun and for learning these new tools.
We Are Activated is an experiment in high detail and character consistency leveraging the Wan 2.2 Animate model in Comfy Ui. Completely generated in one day using Comfy Ui // Wan2..2 Animate // V2V locally with one Pc
Exploration in how far I can push live action details with character consistency using ComfyUi with Wan 2.2 Animate V2V together with clever prompting and character design.
Comfy Ui | Wan2.2 Animate | V2V | RTX5090
Finishing, editing and color correction in AE.
The Motorist is an action sequence of a high speed motorcycle chase scene. Completely generated in one day using Comfy Ui // Wan2.1 14B // I2I locally with one Pc
Exploration in how far I can push each live action based, fast action scenes using ComfyUi with Wan 2.1 I2V together with clever prompting.
Comfy Ui | Wan2.1 | I2I | RTX4080
Finishing, editing and color correction in AE.
Animals practicing Tai chi in nature Series.
Comfy Ui | Stable Diffusion 1.5 | Controlnet | Segment Masking | IP Adapters | AnimDiff
This set up is taking advantage of the newly released Animate LCM that dramatically speeds things up by reducing the sampling steps needed.
The background and characters come to life via the IP Adapters and Prompts from just still images. Its all comes together in the first pass, creating shadows, reflections, animating the ambient details such as the ocean waves and creek water.
@PXLmotion
Inspired by these stylish longboard Skaters, I wanted to put some shots through some of the Comfy Ui Workflows I have been building. Created a quick edit in Ae, some light rotoscoping of each shot and got to designing a look for these in Comfy.
Comfy UI | Stable Diffusion 1.5 | AnimDiff | IpAdapters | Loras | Controlnet | FaceDetailer.
music: Dopamoon - Who Says (Bolivard Remix)
Skaters: Ana Maria Suzano & HyojooKo
@PXLmotion
Inspired by the incredibly talented dance choreography from @ztato and her crew. I created this dance video to the thumping beats from this awesome Afro/French band I love, Tshegue - Na Boyi.
Created using SD1.5 in Comfyui. IpAdapters and Loras are assisting with the look and character design, Controlnet is dialing and capturing the movement and environments, Upscaled to HD with A1111. Edited and finished in AE.
Comfy Ui | AnimDiff | IpAdapters | Loras | Controlnet | FaceDetailer
CyborgLab - Test#X245
The cyborgs are back!
Testing out a new Comfy Ui Workflow I created to gain separate influence and control of the character and background. Based on Segmentation masking, separate Ip Adapters and Controlnet for the video input and consistency. For me, it is about bringing the Comfy workflow and the power of Stable diffusion into a usable and realistic production pipeline.
Comfy Ui | Stable Diffusion 1.5 | Controlnet | Segment Masking | IP Adapters | AnimDiff
@PXLmotion
Cyborg Studies #2
Created with Comfy Ui Stable Diffusion 1.5
Applying Controlnet Loras and IpAdapters to create the look, and using Controlnet to extract the motion and input details
@PXLmotion
A Christmas Ai Miracle:
Crochet Animals come alive :)
Running live action animals and transforming them into crocheted characters that come to life.
Comfy Ui | AnimDiff | IpAdapters | Loras | Controlnet | FaceDetailer.
@PXLmotion
Study using a Green Screen Dancer for my video Input to capture the dance and apply it to a Ghibli inspired character on Green, to then be composited in post to any background.
Created in Comfy UI | Stable Diffusion 1.5
@PXLmotion
Created in Comfy Ui | Stable Diffusion 1.5
Using AnimDiff, Text2Vid this was created using Prompt Scheduling, where you can direct what happens, when, by frame Prompting.
@PXLmotion
