Adobe has launched Firefly Custom Models, a public beta feature that lets creators train Adobe's image generator using their own photographs and artwork, then generate unlimited new images in the exact same style. The feature addresses a growing demand from professional artists and designers who want AI tools that respect their unique visual voice rather than producing generic outputs. Unlike Midjourney or DALL-E, which generate images based on text prompts alone, Custom Models learns directly from your work, capturing your specific color palettes, lighting techniques, composition style, and artistic sensibilities. How Does Adobe's Custom Model Training Actually Work? The process is surprisingly straightforward. You sign into the Firefly website using your Creative Cloud login, navigate to the Custom Models section, and select your use case from a dropdown menu: illustration, photorealistic photos, or character designs. This focus helps the AI understand what kind of visual output you're aiming for. Next, you upload between 10 and 30 photographs by dragging them directly into the interface. Adobe recommends taking clean, varied photos for best results. For lifestyle photography, the company suggests getting people to appear their best with beautiful lighting and simple backgrounds. For illustrations, consistent color palettes and balanced compositions perform particularly well. Once you've uploaded your images, the system takes you to a review screen where you can add captions and highlight important features like lighting quality and line weight. These annotations help the model understand exactly what you're looking for. After you hit the train button, the system handles the rest in the background. Once training completes, your custom model is ready to use immediately. You can insert it into Firefly's standard options, select it from a dropdown list, enter your prompt, and generate images that capture the spirit of your originals, maintaining the same line weight, color balance, lighting, and character features. What Makes Custom Models Different From Standard AI Image Generators? The key difference lies in ownership and control. Your models are private by default, meaning you stay in full control of what you've built. Sharing is entirely optional, and you decide who gets access and which projects they can use your model on. Since everything is trained on your own assets, commercial use is straightforward with no gray areas around ownership, a major advantage over tools like Midjourney that have faced copyright concerns. The workflow integrates seamlessly with Adobe's broader Creative Cloud ecosystem. You can generate a batch of images in Firefly and send the results directly to Photoshop or any other Creative Cloud tool for editing. You can also switch between your custom models and standard Firefly models at any point during a project, whether you want to compare the two or blend them together. Steps to Train and Use Your Custom Firefly Model - Sign In and Navigate: Log into the Firefly website with your Creative Cloud credentials and go to the Custom Models section to begin the training process. - Select Your Use Case: Choose from illustration, photorealistic photos, or character designs to focus the training on your specific creative goals. - Upload Clean Reference Images: Drag and drop 10 to 30 high-quality photographs into the interface, ensuring varied compositions and consistent lighting for best results. - Add Descriptive Captions: Review your images and add annotations highlighting important features like lighting quality, line weight, and color balance to guide the model. - Train the Model: Click the train button and let the system process your images in the background until training completes. - Generate and Refine: Select your custom model from the dropdown, enter a text prompt, and generate images that match your original style and aesthetic. - Export to Creative Cloud: Send your generated images directly to Photoshop or other Creative Cloud tools for further editing and refinement. For now, training is only available on the web version, though Adobe is working to bring it into desktop apps soon. The company also included a retrain option, so when the Firefly team makes updates, you can simply hit refresh and your model will be ready to go without having to restart the training process. Why This Matters for Creators and Designers? Custom Models addresses a real pain point in the AI art space. A single photoshoot can result in an entire series of fresh-looking situations, all maintaining your original visual style. For illustrators, the same principle applies: you can generate variations of your work at scale without losing the distinctive qualities that make your art recognizable. This is particularly valuable for creators building a consistent brand or visual identity across projects. The feature is available now as a public beta for Creative Cloud Individual and Teams subscribers, with no queue to join. This positions Adobe directly against Midjourney, which remains subscription-only and doesn't offer the same level of personalization or ownership control. As AI image generation matures from experimental tool to production-level resource, the ability to maintain consistent style while scaling creative output has become increasingly important for professional workflows.