Directory/Video Generation/Animation/Deforum Stable Diffusion
Deforum Stable Diffusion

Deforum Stable Diffusion

Deforum Stable Diffusion is an open-source, community-driven implementation of Stable Diffusion focused on generating animations and videos from text prompts. It supports 2D and 3D animations, interpolation, RANSAC, and conditioning via CLIP, aesthetics, and color palettes. Originally designed for Google Colab, it also supports local execution. The notebook includes over 100 customizable settings. The project is no longer actively maintained but remains freely available for use and modification under a permissive license.

Video Generation
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Added on
Jul 13, 2026
Stable DiffusionAnimation generationGoogle ColabOpen sourcePythonNotebook-basedCustomizableCLIP guidance
Product information

Everything worth knowing about Deforum Stable Diffusion

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

2D/3D Animation
Generate interpolation, 2D, and 3D animations using stable diffusion
CLIP Conditioning
Guide image generation with text prompts via CLIP models
Aesthetic Conditioning
Incorporate aesthetic scoring to influence output quality
Color Palette Conditioning
Control color schemes through palette conditioning
Customizable Settings
Over 100 parameters to fine-tune generation
Technical capabilities
IPython Notebook Implementation
Core system built as an IPython notebook for interactive development
Local Runtime Support
Operates locally or via Google Colab with flexible environment support
Must watch videos
Deforum for AUTOMATIC1111 - Stable Diffusion Tutorial - AI Animation Part 1
11:45
Tutorial11:45
Deforum for AUTOMATIC1111 - Stable Diffusion Tutorial - AI Animation Part 1
This is the first part of a deep dive series for Deforum for AUTOMATIC1111. Part 2: https://www.youtube.com/watch?v=nUvPbkAVcZg SD Deforum Deepdive Playlist: https://www.youtube.com/watch?v=R52hxnpNews&list=PLZmQyPLIePCnmlRpMW-pzXeJGDbjM7moh In this Stable Diffusion video, we'll be learning about how to install and setup Deforum for AUTO1111 to create your own AI animations. Furthermore we will take a look at the first parameters of the Run settings and Keyframe Settings of this script. Every setting will be visualized with a comprehensive example, so you can see exactly how the changes affect the outcome. After watching this tutorial, you'll have a first overview of how we will be using Deforum! ---- Chapters ---- 00:00 - Intro 01:12 - Installation & Setup 02:47 - Run Settings 05:20 - Keyframe Syntax 07:00 - Keyframe Settings ---- Relevant Links ---- Deforum github: https://github.com/deforum-art/deforum-for-automatic1111-webui Automatic1111 github: https://github.com/AUTOMATIC1111/stable-diffusion-webui/ Deforum discord server: https://discord.gg/deforum Official user guide: Deforum guide by dreamingcomputers: https://dreamingcomputers.com/deforum-stable-diffusion/deforum-stable-diffusion-settings/ ffmpeg setup: https://phoenixnap.com/kb/ffmpeg-windows #stablediffusion #aiart #aianimation ---- Music Credit ---- Music from Uppbeat (free for Creators!): https://uppbeat.io/t/adi-goldstein/i-dont-need-your-love License code: H1OLSAGGJQINAP66 https://uppbeat.io/t/prigida/adrift License code: FPEQL0NRL3HKHYWV https://uppbeat.io/t/prigida/cherry-blossom License code: 6PTJXRTSSQCHV49I
Stable Diffusion Deforum Animation + Generative Ambient #generativeart #generativemusic #ai #deforum
1:00:13
Tutorial1:00:13
Stable Diffusion Deforum Animation + Generative Ambient #generativeart #generativemusic #ai #deforum
This was created in Automatic111 Stable Diffusion web UI using the Deforum extension. https://github.com/AUTOMATIC1111/stable-diffusion-webui https://github.com/deforum-art/deforum-for-automatic1111-webui Upscaled to 4K with https://github.com/upscayl/upscayl Interpolated wiith https://nmkd.itch.io/flowframes Audio created with VCV rack using a MASSIVE generative patch from @j_dublay https://www.youtube.com/@UCPnW70b25uX5sg2fLccx8BQ Full audio track and download: https://soundcloud.com/jeeruu/leaf-ambient-session-generative Motion: "angle": "0:(0)", "zoom": "0:(1.0025+0.002*sin(1.25*3.14*t/30))" "translation_x": "0:(0)" "translation_y": "0:(0)" "translation_z": "0: (3*(sin(1.141*t/50)**3)+.75)" "rotation_3d_x": "0: (0.25*sin(1*1.141*t/250))" "rotation_3d_y": "0: (0.25*sin(1*1.141*t/250))" "rotation_3d_z": "0: (0.5*sin(1*1.141*t/250))" Noise: "noise_schedule": "0:(0.03*(cos(3.141*t/100)**1000)+0.02)" Strength: "strength_schedule": "0:(0.65)" šŸ”— https://www.instagram.com/pxl.pshr/ #aiart #ai #aiartist #dalle2 #lensa #midjourney #artstation #artstationhq #generativeart #artstation #AIart #SupportHumans #deforum #animated #stablediffusiongui #flowframes #gigapixel #automatic1111 #animatedai #animated #upscayl #digitalart #aiwork #aiartists #aiartwork #aiartcomm #aiartcommunity #vcvrack #ambient #ambientmusic
Deforum AI Animation from Photo Tutorial (TikTok trend)
17:36
Tutorial17:36
Deforum AI Animation from Photo Tutorial (TikTok trend)
Complite guide on how to use Stable Diffusion with Google Colab Notebook to start AI animation from your photo and make cool AI video transition that you saw trending on TikTok. I explained the workflow on two examples with dungeon and photorealistic models. No need to install SD on your local drive. My Discord: https://discord.gg/rWznyfJktc My IG: https://www.instagram.com/oleh.ibrahimov/ Making trending AI Animation on Your Phone / Colab, Kaiber, Loopsie: https://www.youtube.com/watch?v=jJsUa23yuEA&ab_channel=MoodyMotion AI Animations with Stable Diffusion Deforum! Basic Tutorial https://youtu.be/IdZTpy_dA-w Analog Diffusion (photorealistic model): https://huggingface.co/wavymulder/Analog-Diffusion Lexica.art prompts: https://lexica.art/likes?prompt=a03e8d78-d268-42a4-a526-2ffdfc0784e6 DUNGEONS N Waifu's model: https://civitai.com/models/11718/dungeons-n-waifus-new-version-22 SD Deforum 0.7 (default): https://colab.research.google.com/github/deforum-art/deforum-stable-diffusion/blob/main/Deforum_Stable_Diffusion.ipynb Quick Guide to Deforum v06: https://docs.google.com/document/d/1RrQv7FntzOuLg4ohjRZPVL7iptIyBhwwbcEYEW2OfcI/edit Deforum Gradient Conditioning Spreadsheet: https://docs.google.com/spreadsheets/d/1mQEAFejPdHPFrvrX3fobq7uRFcbdDL77z7ZCdwe1DC0/edit#gid=0 If you face any problem - go to Deforum Discord server: https://discord.gg/deforum Marta Bula Dancer: https://www.instagram.com/martabula_/ Unisex t-shirts: https://www.instagram.com/u.do.design/ The Music you hear I also produce: Qaqarotto - Never Again https://music.apple.com/us/album/never-again-single/1680368818 Timecode: 00:00 - Examples what you will learn today 00:59 - Preparation: idea , export frame from video or take photo 02:42 - Google Drive 03:00 - ANALOG DIFFUSION model (photorealistic) 03:31 - Google Colab Notebook 04:08 - Model Setup 05:23 - Animation Settings (3D) 06:49 - Prompts (ANALOG DIFFUSION) 07:42 - Image aand Sampling 08:17 - seed_behavior 08:49 - Input Settings (your photo here) 09:36 - Create video without any Video Editor 10:21 - Davinci Resolve (noise reduction, deflicker, LUT) 12:11 - DUNGEONS N Waifu's model (trending on TikTok) 13:06 - Google Colab notebook parametrs 13:56 - Color Coherence 14:10 - Prompts (DUNGEONS) 15:08 - Image, Sampling, Batch, Init 15:40 - Exposure/Contrast Conditional Settings 16:24 - Last words bit.ly/3LCUkZH

Who uses it

Real use cases, no hype
AI Video Creation
Generate mesmerizing animations from text prompts with 2D/3D camera motion.
Artistic Exploration
Experiment with styles, prompts, and parameters to create unique digital art.
Concept Prototyping
Quickly visualize ideas for creative projects using stable diffusion.
Educational Resource
Learn about generative AI and image synthesis through hands-on notebook exploration.
Music Visualizations
Sync animation sequences to audio cues for dynamic visual content.
Community Contributions
Share prompts and techniques with an active community of artists and developers.
Custom Pipeline Integration
Modify and extend the notebook for integration into larger AI workflows.
What's great
  • Free and open source
  • Generates high-quality animations
  • Works on Google Colab
  • Supports 2D and 3D camera movement
  • Active community on Discord
Technical strengths
  • Highly configurable with 100+ settings
  • Integrates CLIP and aesthetic models
Where it falls short
  • No longer actively maintained
  • Complex installation and dependencies
  • Limited documentation for advanced features
  • Not optimized for Windows users
  • Primarily notebook-based interface
Technical limitations
  • Requires NVIDIA GPU with CUDA
  • Memory intensive for long sequences
For technical folks

The deep-dive specs

Base Model
Stable Diffusion (Latent Diffusion Model)
Interface
IPython Notebook / Python Script
GPU Requirement
NVIDIA GPU with CUDA 11.7+
Language
Python

FAQ

Includes technical Q&A
A community-driven project that provides an IPython notebook for generating stable diffusion animations with 2D/3D motion and CLIP conditioning.

Traffic Insights

Monthly Visits

—

July 2026

Growth Rate

0%

vs last month

Dominance

0%

in Video Generation

Top Country

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Top Countries

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Growth Trend

Stable

Traffic has remained stable.

Reviews

What the internet actually thinks

Data refreshed weekly. No paid placements.

Trustpilot
Not reviewed yet
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Capterra
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Product Hunt
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#StableDiffusion#Animation#AIArt#OpenSource#ImageGeneration#VideoGeneration#Colab