Offline vs. Online AI Image Generators: A Designer’s Guide Under 3 Minutes

Pankaj kukreti
4 min readNov 2, 2024

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Offline and online AI image generation has changed the game by storming the world of design with exciting prospects while imposing severe practical constraints in the way. We have discussed below the offline vs. online AI image generator, based on which side of the coin would reflect the good and bad associated with such generators and help designers make sense of this exciting new feature.

Offline v/s Online AI Image Generator

Offline v/s Online AI Image Generator

To explore the capabilities of AI-powered image generation, I’ve been experimenting with Photoshop 2025 (Online) and Amuse AI (offline).

Offline AI Image Generators

Pros
• They give full control of creating the imagination.
No Dependence on Internet: It can work offline, any place, at any time.
Privacy and Security: Data is local, therefore private.

Beautiful generative image from offline AI generator

Cons
Requires High Computational Power: Only works with high-performance equipment.
Steep Learning Curve: Requires technical knowledge to operate.
Model Updates Are Limited: You are only limited to the model that you have installed.

Amuse AI offer creative freedom, they still struggle to accurately generate complex human structures, often resulting in subtle distortions and inaccuracies

Complex Human Structures Made from Offline AI Tools

Online AI Image Generators

Pros
• Easy to Use: Friendly interfaces and straightforward prompts.
Fast Iteration: Images can be generated fast and iterated upon
Constant Model Updates: Newest updates in the model are provided

Online AI Generative images with prompt

Cons
Dependence on Internet: Need a stable internet connection to operate.
Cost: Most charge subscription fees or rely on credit-based systems.
Data Privacy: Data might be passed on to the service provider.

Online image generators are user-friendly and allow for quick iterations with access to the latest AI advancements. However, they depend on a stable internet connection and raise privacy concerns, as data may be shared. Subscription fees can also be a barrier for budget-conscious designers.

Distorted, abrupt image with no color contrast and many mismatched elements

A Designer’s Perspective of AI Generated Images

  • AI picture creation is indeed on its way towards development, though not entirely without its boundaries:
  • Human Bodies and Hands: AI has a difficulty in creating the human body, particularly the hands accurately.
  • Long Complex Text: The more complex the request, the more likely it is that an answer does not make any sense.
  • Extremely Realistic Photos: The hyperreal image, however, presents an issue.

Despite all this, AI is a treasure for designers in helping out with jobs such as:

  • Mood Board: Instant generation of visual inspiration.
  • Concept Art: Exploring preliminary ideas
  • Color Palette Selection: Creating harmonious color combination
  • Perspective Studies: Trying out alternative viewpoints.

However, it would do well to remember that AI is a tool rather than a replacement for creative power. Even though images from AI are impressive in terms of quality, it cannot be compared to human creativity in terms of subtle emotion and depth.

Conclusion

AI image generators represent one of the most formidable weapons in the designer’s toolkit, but they have no place in being abused or used as a cop-out. By knowing both strengths and weaknesses, a designer can use AI and bring it into the fray as an aid to increase the creative process without a diminution of originality.

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That’s One Minute for Today!

I’m on a mission to break down complex design concepts into bite-sized, easy-to-understand pieces. Stay tuned for more lightning-fast design insights coming your way!

Thanks

Disclaimer: I am sharing my perspective as a designer, and my aim is not to defame anyone or any company. This post is intended for educational purposes only

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