REGISTERED TAG
Image generation
Produce and review two-dimensional image assets.
Fundamentals of image generation: Translating Diffusion, Flow Matching, and Transformer to production decisions
The generation from noise back to an image is understood as the relationship between latent representation, conditioning, Flow Matching, and DiT, and is used to determine speed and control.
A map of creative deliverables and work
Distinguish a single image from an interactive service.
Image model research notes: don't confuse offering models, open weights, and licenses
Research notes based on official sources checked on 2026-10-04. Compare API availability, open weights, and license conditions for OpenAI GPT Image, Google Imagen, and Stable Diffusion.
Use AI to propose candidates under constraints
Separate the model, inputs, generation, editing and verification.
Image production flow: Reference, character consistency, Control, LoRA, Inpainting
Instead of relying on one-shot generation, we separate the responsibilities of reference, control, local correction, and LoRA when necessary, and transform it into a reproducible image production process.
Turn visual direction into words and specifications
Give instructions through composition, color, light, shape and purpose.
Practical image workshop: Creating a single advertising visual using a verifiable process
An exercise in creating still images containing products and people by dividing them into specifications, references, composition, creation, local corrections, typesetting, and release checks.
Give a character a consistent identity
From anime-style 3D images to expression variants.
Image generation frontier notes: Reading FLUX.3, GPT-Image 2.5, Nano Banana 2 in process
From the official information confirmed on 2026-10-04, we summarize that the focus of image generation has shifted from one-shot image quality comparison to layout, editing, history, and high-speed iterative process design.
Design a photorealistic portrait
Separate the person, lighting, lens-like appearance and background.
Design pixel art as a small, precise asset
Turn a pixel-style image into a usable sprite.
Measure quality and cost to guide the next step
Keep tokens, images, seconds and credits distinct
Connect local AI to images and 3D
Apply a shared view of computing resources while understanding different production pipelines.
Reference-first video production: Freeze the world before the prompt
We practice planning, reference design, character sheets, shot lists, cut generation, editing and audio as a production process that manages consistency.