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How to train your own LoRa network! beginners step by step guide with KOHYA / Stable Diffusion

First off, this tutorial is based on designers trial and error best practice knowledge using Kohya, basic knowledge and several …

  • ai
  • kohya
  • lora
  • opensource
  • stablediffusion
  • training
    • tools and workflows for balancing synthetic authenticity in generative images

    The creation of images or even videos with the approach to synthesize authenticity is quiet challenging in many ways. Besides …

  • ai
  • authenticity
  • flux
  • lora
  • photo
  • stablediffusion
  • workflow
    • LORA sliders in A1111 for gender, age, weight and skin color

    When generating an image with genAI, we can determ gender age or ethnicity through trigger words. This can also be …

  • ai
  • experiment
  • lora
  • research
  • stablediffusion
    • FLUX LoRa training experiments

    FLUXFLASHY – cheap frontal flash photography LoRa The default FLUX model lacks diversity in many aspects. Therefore, using cheap frontal …

  • ai
  • analog
  • flash
  • flux
  • lora
  • photography
  • training
    • quick 360° panorama generated by SD

    With the help of dedicated LORA’s like the LatentLabs360 – we can use the common StableDiffusion/A1111 generative pipeline to create …

  • aframe
  • ai
  • ar
  • lora
  • panorama
  • stablediffusion
    • pushing styles in generative images with LORAs in Stable Diffusion

    The use of LORA’s is one key element to bring a custom style to each generative output. In the following …

  • ai
  • customize
  • lora
  • stablediffusion
  • style
  • workflow
    • img2img Experiments with StableDiffusion | Lora | Hypernet

    This series of experiments show a common use of differently trained AI models in combination „filtering“ a raw input photo …

  • ai
  • experiment
  • img2img
  • lora
  • stablediffusion

    • full post index

    12/2024 How to train your own LoRa network! beginners step by step guide with KOHYA / Stable Diffusion
    12/2024 ME, PROMPTED! – experimental workflow creation
    12/2024 generative acting tools experiments / RUNWAY, FLUX, BARK
    12/2024 Training and application of custom FLUX LoRas
    12/2024 Experimental workflows playing with poster design
    12/2024 prompt enhancing experiments
    11/2024 tools and workflows for balancing synthetic authenticity in generative images
    11/2024 Advanced API implementation of ComfyUI in Touchdesigner [ UPDATED ]
    11/2024 8-bit worlds made from 8-bit audio
    11/2024 Blender 3D as puppeteering core for generative scenes
    11/2024 low key design tools through body motion and dance
    11/2024 „The animal in me wanted to comment on this too.“ – experimental workflow from clay sculpting 2 img 2 animation
    10/2024 Healing experiments
    10/2024 Haha.This is beautifully fake!
    10/2024 the body of music
    10/2024 basic prompt guide and image design hints for working with Stable Diffusion Models
    10/2024 Poking the face
    09/2024 TMT – the transmedial tool generator
    09/2024 LPX
    09/2024 Embodiment experiments with generative ai
    09/2024 Experiments with deformed, warped self portraiture
    09/2024 artificial neuronal basic concept
    09/2024 LET’S BUILD AND 8-BIT SOUND GENERATOR
    09/2024 depthmap guided generative graphics
    09/2024 LORA sliders in A1111 for gender, age, weight and skin color
    09/2024 SCRXY LoRa – experimental style training with Kohya with preprocessed images made in Processing IDE
    09/2024 experimental LoRa training with Kohya
    09/2024 The mostest manual creative generative workflow using SD 1.5 SegmentNet, IC-Light & Flux NF4
    08/2024 FLUX LoRa training experiments
    08/2024 Narrative 2 image with the help of FLUX 1 and some little LLM’s
    08/2024 FLUX 1 NF4 basic workflow + img2img for lowend GPU for ComfyUI
    08/2024 experiments with letters and text with FLUX 1
    08/2024 color palette experiments with Embeddings
    08/2024 Image to 3D – experiments with SF3D | Stable Fast
    08/2024 experiments with scribble to compositon methods with ControlNet
    08/2024 Upscale methods in ComfyUI
    08/2024 generative makeup experiments
    08/2024 Facial expressions with LivePortrait
    07/2024 Training of LoRa networks for specific style
    06/2024 Shaderbased webcam filter
    06/2024 FaceShotter in Processing IDE
    06/2024 Motion Tracking basics in Processing
    06/2024 Basic Audio Tracking in Processing IDE
    06/2024 PIXELPAINTER – minimalistic dotmatrix drawing interface with Arduino and Processing *wip
    06/2024 experimental 8×8 synth with Arduino and PureData
    06/2024 experimental painterly drawing application with p5.js
    05/2024 Automatic Drawing with Processing
    05/2024 IC-LIGHT – relight any image with handpainted maps + DepthMap – ComfyUI workflow
    05/2024 code based animated gifs in Processing for beginners
    05/2024 webcam basics
    05/2024 anni Albers basics
    05/2024 Basix_Session_two
    05/2024 BASIX_Session_one
    05/2024 Processing creative coding basics
    05/2024 ComfyUI DepthNET Workflows
    05/2024 IC-Light – control light in generative diffusion image
    05/2024 basic sensors for microcontrollers
    05/2024 Stable Diffusion API collection for TouchDesigner, Unity and p5.js
    05/2024 DOTMATRIX – creative coding in Processing for LED Panels
    04/2024 Arduino as joystick drawing machine
    04/2024 deformative rooms in Unity C# – basic tutorials
    04/2024 Arduino as a simple keyboard interface
    03/2024 POSTOGRAPHY
    03/2024 Singing to a liquid shader in p5.js
    03/2024 The body is the controller – with p5.js and machine learning ml5
    03/2024 VR light – Experimente mit anaglyphischen Shadern
    03/2024 wireless, battery powered BLE gamepad based on ESP32
    03/2024 visualizing body motion with simple webcam in TouchDesigner
    02/2024 Embodied Creativity with genAI: Crafting Complex Forms Through Motion and Dance
    02/2024 sentiment experiments
    02/2024 basic socket server chat system in p5 js
    01/2024 the infinite poster in Processing
    01/2024 infinite poster – A1111 inpaint in Processing IDE
    01/2024 quick 360° panorama generated by SD
    01/2024 ESP32 as minmal webserver
    01/2024 mqtt
    12/2023 SUPERTOY! THE #1 DRAW-OFF BATTLE – 19.12.2023
    12/2023 CYBERTOXIC AI Post & Preprocessing with Touch Designer and ComfyUI
    11/2023 OSC Mania
    11/2023 basic Unity2D project setup with multiple scenes and UI (german)
    11/2023 Latent Consistency Models
    11/2023 Turboflip’s AI PAPER’s
    11/2023 complex compositions with combined controlNET masking in A1111
    10/2023 Unity 2D Krabbelgruppe
    10/2023 Hommage und Fortführung von Christina’s Welt von Andrew Wyeth
    10/2023 experimental photographic composition with A1111/Lora
    09/2023 paint2paint experiments
    09/2023 ONE BUTTON AI _v2.0
    09/2023 kommende Ausstellung: KI IST LANGWEILIG!
    09/2023 generative illustrations with controlNET & img2img
    09/2023 experimental segment drawing tool in p5.js for controlNET/StableDiffusion
    09/2023 design experiments with inpaint sketch/A1111
    09/2023 experiments in upscaling images in A1111/ControlNET and ComfyUI
    09/2023 experiments in outpainting in A1111
    09/2023 segment painting experiments with ControlNET/A1111
    09/2023 experimental render pipelines in ComfyUI
    09/2023 pushing styles in generative images with LORAs in Stable Diffusion
    09/2023 experiments with shared latent image in ComfyUI / Stable Diffusion
    09/2023 Tensorflow Lite for ESP32
    09/2023 late night creative workflows with Stable Diffusion/A1111
    09/2023 experimental morphing of facial expressions with Deforum/Stable Diffusion
    08/2023 design lighting with CONTROLNET
    08/2023 experiments with ScribbleNET & ControlNet in p5.js
    08/2023 experimental sketching prompt with Stable Diffusion in p5.js
    08/2023 experiments with DepthHED & ControlNet in p5.js
    08/2023 basic prompt engineering guide for Stable Diffusion
    08/2023 experimental realtime preprocessing img2img workflows with Touchdesigner
    08/2023 synesthetical experiments with machine learning
    08/2023 Unsupervised training of custom LORA tools
    08/2023 Fun with Stable Diffusion Scribble ControlNet
    07/2023 img2img rendering workflows in ComfyUI
    07/2023 TOUCHY MOSS
    06/2023 Write and Read from Arduino/ESP’s EEPROM
    06/2023 Keypad as Keyboard Simulator
    06/2023 1fps racing game
    06/2023 The FITTER:BIT
    06/2023 TWO JOYSTICKS AND ONE MATRIX
    06/2023 Shaderpaintings
    06/2023 PLANT CANYON
    05/2023 THE SOLAR CONSOLE
    05/2023 sun powered laser engraver for your pocket
    05/2023 µTWO – the minimalist local multiplayer game console – 32×8 version
    05/2023 7 segment display with Arduino
    05/2023 Blender vs Automatic1111
    05/2023 Arduino2Processing with SerialData
    05/2023 The baby swing
    05/2023 Hey, see all those fireflies? ehm stars?
    05/2023 advanced animation with spritesheets in Processing
    05/2023 audio to image with Stable Diffusion and p5.js
    05/2023 PROTOPIA
    05/2023 planty balancy
    05/2023 flowers need to be blown, right?
    05/2023 generative shape drawing in Processing
    05/2023 radial reflection in Processing
    04/2023 Spritesheet Animation in Processing
    04/2023 simple head ballin with Kinect
    04/2023 quick balance board building with ESP32 and Unity
    04/2023 How to setup PlatformIO, Arduino, ESP32 in VSCode
    04/2023 simple Arduino Joystick to Unity via Joystick.h
    04/2023 gyroscope data to unity via Arduino serial
    04/2023 Webcam as visual sensor
    04/2023 img2img Experiments with StableDiffusion | Lora | Hypernet
    04/2023 himmelhoelle
    04/2023 It’s all there somewhere in the clouds :)
    04/2023 textile pressure sensitive surface
    04/2023 The HEAD:SET
    04/2023 The E:PHONE ONE
    04/2023 The E:PHONE TWO
    03/2023 AlignmentVR
    03/2023 ANFASS – tactile interfacing with AI
    03/2023 „hihihide behind the clouds“ – the most minimalistic one poti game
    03/2023 Processing2Arduino – optimized firmata setup – UPDATED!
    03/2023 Hello Processing
    03/2023 Press Here for Art
    03/2023 aleatoric drawing with my AI
    03/2023 simple parallaxing scene in Processing with Stable Diffusion
    03/2023 Wifi Outdoor Gaming Console
    03/2023 stylized animation of body motion with Stable Diffusion / OpenPose
    03/2023 Playing with the LEGO grid
    03/2023 Motionbuffer to Material and Shape /Touchdesigner2Stable Diffusion
    03/2023 contemporary dance footage vs. Stable Diffusion/ControlNet/OpenPose
    03/2023 liquid experiments with JS and GLSL
    03/2023 ESP-NOW multiplayer
    02/2023 receipt printer
    01/2023 µFOUR – the minimalist local multiplayer game console – RGB matrix version
    01/2023 µTHREE – the original minimalist local multiplayer game console
    01/2023 The Keyboard Synthesizer aka another minimalistic TEENSY synth
    12/2022 pixel based animation to CPP
    12/2022 silicone soft touch interface
    12/2022 THE WOBBLY GRID
    12/2022 prototypes and experiments in PICO-8
    12/2022 How to upload and share your PICO8 creation
    11/2022 Animation experiments with AI/Stable Diffusion
    11/2022 The unglaubliche ᴏɴᴇʙɪᴛ:ɢᴀʟʟᴇʀʏ – the most minimalistic digital art gallery
    11/2022 How to: Azure Kinect to Unity
    11/2022 TURBO_ONE
    11/2022 toddling with text to image machine learning tools
    11/2022 Can we build a rottable electronic device?
    11/2022 cyberpunk fashion outfit in discrete body pose
    11/2022 Energy Harvesting Finger Orthese
    10/2022 Shadergraphing Midjourney Output in Unity
    10/2022 SPEECH IN : SPEECH OUT
    10/2022 OMG, these bunnies are so cute in VR!
    09/2022 audiosensitive dotpainting with p5.js
    07/2022 Proto-Dog
    07/2022 Moving Paper Fortune Teller
    06/2022 advanced object touching with LeapMotion in Unity/C#
    06/2022 realtime video collage with p5.js
    06/2022 swarming around with Unity/C# – wip!
    06/2022 generative sampler/music in C#/Unity
    06/2022 How to read multiple RFID Readers with Alla
    06/2022 ESP32/TTGO 1.2 gyroscope data to BLE to p5.js
    06/2022 touchy chord progression in p5.js
    06/2022 Drawing with the magic frog in p5.js
    06/2022 How to make a standalone MIDI controller from your Arduino to send stuff to your Browser :)
    05/2022 simple touch input from ESP32 BLE to p5.js
    05/2022 Let’s setup LeapMotion with Unity
    05/2022 Realtime Audio Analysis with Unity/C#
    05/2022 playing with simple mic amplitude & p5.js
    05/2022 Arduino based emulated keyboard to p5.js
    05/2022 audiosensitive drawing with p5.js
    05/2022 audio sensitive particles with p5.js
    05/2022 simple webbased keyboard synth with tone.js & p5.js
    05/2022 remotely touching – Realtime OSC communication with C# and Unity and LeapMotion
    05/2022 piping 6 analog axis from ESP32 gamepad via BLE to p5.js
    05/2022 How to send interpolated analog values from Arduino to p5.js via fake keyboard
    05/2022 playing with dancing mesh + velocity + oop – LIVECODING TV #3
    05/2022 webbased Arduino theremin – LCTV #6
    05/2022 exploring virtual volume with LeapMotion and Shader Graph / Particle System
    05/2022 audioreactive particles in p5.js
    11/2021 textile touch matrix 3×3
    11/2021 ESP32 & Teachable Machines :-)
    11/2021 ESP32 meets OSC Communication
    11/2021 microcontrolled sound
    11/2021 websockets and some shader magic :)
    11/2021 shader as postprocessing the webcam
    11/2021 THE BASIC PSYCHEDELIC PIXELGRID
    11/2021 WOBBLY WEBCAM PIXELS
    11/2021 SMOOTH LINE DRAWING WITH ARRAYS
    11/2021 an electronics badge exercise
    11/2021 GAMEPAD BROWSER INPUT
    11/2021 THE WANDERING BRUSH
    11/2021 Basic touch helpers for ESP32
    11/2021 Basic LED helper for Arduino & ESP32
    10/2021 ICONS ARE AWESOME
    10/2021 SHOW MY DRAGGING DISTANCE
    10/2021 WOBBLY LINES
    10/2021 KRAKEL WITH ME
    10/2021 SPEAK WITH AN 8-BIT COMPUTER
    10/2021 JSON MICRO DATABASE
    10/2021 WOBBLY CIRCLES
    10/2021 8-BIT CLICKER