Capstone Project: Final Defense

Synthesize your skills. From Midjourney parameters to Photoshop polish. Prove you are an AI Art Director.

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Prompt Log
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CapstoneWorkflow Defense

Director's Note:Welcome to the Capstone Defense. Today, you are the Art Director. Your goal isn't just to generate images, but to create a cohesive campaign that solves a business brief.


Capstone Defense Roadmap

Unlock nodes by validating your creative workflow.

Phase 1: The Brief Analysis

Before typing a single prompt, you must analyze the client brief. AI tools amplify your intent. If your intent is vague, the output will be vague.

Art Director System Check

Your client wants a 'Minimalist, Eco-Friendly, Futuristic' campaign. Which keyword might contradict this brief if used in a prompt?


Creative Director's Lounge

Recent Capstones

Nike Concept: "Mars Walk"

By: PixelPioneer

Solved "Hands" Issue with ControlNet

By: StableGenius

Final Defense

Submit your "Campaign 360" PDF for final evaluation by the mentor AI.

The Art of the AI Defense

Creating a beautiful image with AI is easy. Creating a specific, commercial-ready image that adheres to a brand brief is hard. The "Final Workflow Defense" is your ability to explain why you made your choices.

1. The "Sandwich" Workflow

AI is not a magic button; it is a filling. The "bread" on either side is Human Strategy and Human Polish. Your defense must show where you intervened. Did you use Photoshop to composite two generations? Did you vectorise the text in Illustrator? That is what makes the work valuable.

❌ Amateur Workflow

Prompt: "cool sneakers" -> Download Image -> Send to Client.
(Low res, weird text, hallucinations)

✔️ Pro Workflow

Prompt Structure -> Inpainting Fixes -> Upscaling -> Color Grading -> Mockup.
(High res, branded, intentional)

2. Legal & Consistency

Can you guarantee the character looks the same in the TV spot and the Instagram Post? Using tools like --cref (Character Reference) or training a LoRA allows you to defend the consistency of your campaign.

Workflow Terminology

Inpainting
The process of selecting a specific area of an image to regenerate or fix (e.g., fixing a hand or changing a shirt) while keeping the rest intact.
discord_prompt.log
/vary (region) // Select hands // Prompt: 'perfect human hands'
Visual Output
Outpainting (Generative Expand)
Extending the canvas of an image beyond its original borders. Useful for changing aspect ratios from square (1:1) to landscape (16:9).
discord_prompt.log
[Zoom Out 2x] [Make Square] // Adds context to the frame
Visual Output
LoRA (Low-Rank Adaptation)
A small, fine-tuned model trained on specific concepts (like a brand's product or a specific art style) to ensure consistency.
discord_prompt.log
<lora:brand_sneaker_v1:1.0> // Triggers the trained product
Visual Output
MODEL_LOADED
Seed
The numeric DNA of an image. Keeping the seed constant allows you to make small tweaks to a prompt without changing the overall composition entirely.
discord_prompt.log
--seed 123456789 // Preserves composition
Visual Output
101010...