Duration: 60 minutes

Goal: Learn how to train LoRA models for consistent, high-quality visuals of products and people, enabling precise visual branding and personalization. You will also learn to transform still images into compelling video sequences using precise prompts and visual continuity techniques.

What We’ll Cover:

1. Why Custom Models Are Essential

• Learn how to train LoRA models for consistent, high-quality visuals of products and people

• How LoRA training gives you full visual control

• Use cases: product branding, repeatable characters, actors/models

• Enables precise visual branding and personalization

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2. Gathering the Right Dataset

• Best practices: number of images, lighting, angles, and variety

• Differences in datasets for faces vs. physical products

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3. Testing, Refining, and Evaluating Output

• How to evaluate LoRA results and make effective iterations

• Examples of good vs. poor model outcomes

• Preparing model outputs for motion tools

• Ensuring consistency across frames for smoother video generation

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4. Preparing for Animation & Visual Continuity

• Transform still images into compelling video sequences using precise prompts

• How to structure outputs for animation

• Why movement matters: emotion, immersion, and story flow

• Still vs. motion – understanding the mindset shift

• Basics of camera movements and how they influence storytelling

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5. Controlling Animation Quality

• How to write accurate prompts for consistent, believable motion

• Avoiding common animation issues: distortion, deformations, unnatural movements

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6. Building Smart Assistants for Animation & Branding

• How to create GPT-based assistants that guide animation structure

• Automating the translation from storyboard to prompt sets

• How to animate products and faces without breaking consistency

• Techniques to preserve brand aesthetics in motion