Stable Diffusion Automatic1111, ComfyUI Course Singapore

Young woman with silver hair and blue eyes, wearing pink turtleneck

Pink sweatshirt punk girl with purple eyes in neon city street

ComfyUI Gen AI Course (Adult)

Open for personal, corporate and tertiary signups. Corporate Group Bookings available. Useful for inhouse creative teams.
Ages 21-Above (2:00pm-6:00pm)
(Class size of approx. 5-7 students)
(Nearest MRT is Tai Seng (Exit B), Building has parking available.)

The Generative AI course offers a comprehensive lesson plan for adults, designers and working professionals to learn about the power of ComfyUI with Flux Dev Model. Being the only course provider in Singapore to teach ComfyUI, our toolset workflow includes “Dual Clip Loader” node, which is used to for text encoder and embeddings, including options for both clip_l.safetensors and t5xxl fp 16 safetensors. The t5xxl fp 16 safetensors in this context refers to the larger, more powerful text encoder used in Stable Diffusion 3 and related models.

Flux Dev is a powerful 12-billion parameter text-to-image model developed by Black Forest Labs. It is designed for both research and development purposes, offering high-quality image generation capabilities, including the ability to preserve character consistency, perform local editing, and reference styles from images.

As an open-source software hosted on GitHub, its capabilities continue to enhance through contributions from users around the globe. Currently this tool is opensourced (get it while you still can), as compared to Midjourney or Leonardo which requires a monthly subscription of ~30USD.

Whether you are a complete beginner or simply looking to enhance your current profession with AI skills, this professional course on Stable Diffusion can provide a solid foundation for future artistic endeavors in the field of photography, CGI influencer content creation, interior and architectural design, creative illustrations or 3D Avatars.
(Requirements: You need a GPU to run ComfyUI, minimal GTX2070, best RTX4090)

Digital artist workflows and vibrant anime-style character designs

Complex 3D rendering software interface with multiple scene panels

Modern minimalist bedroom with white furniture and soft lighting

Interior designers can input a reference image and output different types of design styles.

Pink punk girl with cybernetic headset stands in neon-lit city street

Silver-haired punk girl in pink sweatshirt and black leather gear

Silver-haired girl in pink "COMFYUI" shirt, urban cityscape background

A single pose/image serves as a reference to generate similarly posed images, in other styles.

Anime character creation interface with multiple panels and connections

Vintage tram travels through historic European street with old buildings

Outpainting – Extends the image by predicting what should appear beyond the original borders.

Vintage street scene with tram and historic buildings in sepia tone

Inpainting – Removes or add certain objects in the scene

Vintage street scene with tank, sepia-toned urban architecture

Inpainting – Add a World War II tank in the scene

Lesson 1 – 4hr

Installing ComfyUI
Using the Interface
Loading Useful Nodes
Understanding Sampling Methods, CFG, Batch Count, Seed
What are Checkpoints Safetensors
Prompt Techniques
Using our Workflow (Json Files)
Using Checkpoints
Using LoRa (Art Styles, Character)
Using Inpaint / Outpaint (Removing or Modifying an Image, Extending an Image)
Using ControlNet (Using References to guide the AI)
Using Canny, Depth
Image to Image, Interior Design Workflow

Lesson 2 – 2hr

Share Post-Lesson 1 results and roadblocks
Debugging Workflow Errors, Fixing Poor Image Results
Github & Huggingface Resources for Checkpoint Models, Loras

Students will receive a course manual and a certificate of completion.
(Requirements: You need a Powerful Laptop with a Nvidia GPU to run ComfyUI, minimal 2060, best 4090, with ~200gigs of free space – depending on how deep you wish to go)

Book the course here.

Questions? Enquire about this course now via Whatsapp.