We compared several tools already in our
all-you-need-to-know session to learn several midjourney prompt techniques.
Today, we want to deep-dive in a more extended overview on creative image generation tools. For that we compared several tools regarding dog images. Most importantly, it's crucial to understand that not every tool is suitable for every application. Some tools are better suited for animals, while others are more optimized for environments, product placements, and similar tasks.
We always used the same prompt: "generate a close lookup of a dog looking happy into the camera fotorealistic sunlight".
Image generated with "imagen" (Google Deepmind) vs. Image generated with Midjourney (right). Both show high-resolution and details that are very much outperforming DALL E from OpenAI.
DALL E (OpenAI) Image of a dog right looks like an illustration (painting) while Adobe Firefly provides realistic, however, overly flashy image.
We analyzed and used several tools during our Midjourney and image creation trainings and workshops. These are our key learnings:
Strengths
- Ideal for stylized and aesthetic images, such as stock images or mood boards.
- Fast and appealing image generation.
- Works well for creative, artistic projects.
Weaknesses
- Struggles with complex scenes involving multiple subjects and text.
- Text rendering is often inaccurate.
- Usage is only possible with all subscription packages.
Strengths
- Offers maximum control for realistic scenarios, such as street photography and product photos.
- High precision in text and brushstrokes.
- Excels in text-based images and provides multiple optimization options since the latest release in November.
Weaknesses
- The 'FLUX Fast' model delivers lower quality in complex scenes compared to other variants.
Strengths
- Outstanding for realistic portraits and street photography.
- Produces natural and professional-looking images.
Weaknesses
- Struggles with complex scenes or images involving multiple subjects.
- Lacks detail accuracy in intricate designs.
Firefly (Adobe)
Strengths
- Delivers good results for abstract art and simple scenes.
- Ideal for creative and non-realistic projects.
- Includes stock images that are legally safe for use.
Weaknesses
- Faces and details often appear unnatural.
- Performs poorly on portraits and complex scenes.
Stable Diffusion
Strengths
- Generates decent results for simple, realistic scenes.
- Suitable for less complex tasks and straightforward designs.
Weaknesses
- Faces challenges with complex scenes, proportions, and text generation.
- Details can often lack precision and realism.
Freepik
Strengths
- Performs exceptionally well for product photos and realistic scenes.
- Particularly effective for upscaling images.
- Well-suited for stock image creation.
Weaknesses
- Sometimes produces overdone effects or heavily edited-looking visuals.
Ideogram
Strengths
- Excellent for black-and-white photography and stylized art.
- Shines in abstract projects and creative designs.
Weaknesses
- Struggles with portraits, scenes involving multiple subjects, and complex color palettes.
Imagen (Google)
Strengths
- Top-tier performance in generating highly detailed and realistic pictures.
- Produces visually accurate and high-quality results.
Weaknesses
- Commercial usage is currently unclear.
Bria
Strengths
- Allows for commercial usage, making it ideal for professional projects.
- Well-suited for creating customized visuals.
Weaknesses
- Limited features for creating highly complex designs compared to other tools.
Source: Image Generator Research and Reviews by VOICETECHHUB summarized and visualized with the help of ChatGPT.
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