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Let's explore how Luminar AI is trained, what it "sees" and how it uses that information.
Within the LuminarAI Insider community, one of the primary concerns raised is the fear Artificial Intelligence (AI) makes all decisions; effectively replacing the photographer’s creative choices.
A few weeks back, Alex Tsepko suggested we think of AI less as a replacement for people and more as a skilled apprentice that supports and enables human creativity. With that in mind, I thought it might be valuable to talk about how LuminarAI does just that.
Much like a human child, a new AI system is full of potential but doesn’t have enough experience or knowledge to fully leverage it. To unlock this inherent intelligence, an AI system must be taught.
To educate LuminarAI, Skylum built a massive photography reference around three primary collections:
Images by iconic masters taught the AI about the visual history of photography by providing exemplars of photographic forms. This helped our AI learn to recognize excellent photography.
3D images taught the AI about perspective, depth of field, and the relationships between photographic elements. This helped our AI understand how to break down a photograph into individual components in 3D space.
Commissioned images reinforced the lessons derived from the first two collections while also introducing common capture errors of composition, focus, and exposure, among others. This helped our AI understand how to recognize and correct these errors.
As these elements came together in our AI model, a functional intelligence was born.
Creators go through a similar educational process to master photography. A functional AI most certainly crosses over into the technical skill set of the creator. And in crossing over, it does have the potential to replace steps in the technical editing process.
But as Alex wrote last week, at Skylum, we consider this particular replacement to be a virtue, not a vice. The emphasis of our AI is on replacing repetitive technical steps, not creative ones.
The creator must still bring all of their technical acumen to bear to capture great images in the first place. The AI simply provides fast fixes to common problems and presents a variety of creative choices designed to bring out the best in each image. The creator retains full control over the final result.
So, how does the AI make its choices?
When LuminarAI loads an image, it puts its well-rounded AI to work, analyzing the image to decide what can be done to make it the best it can be. Let’s take a look at an example.
This image already has a lot going for it, but there’s room for improvement. As soon as LuminarAI opens the image, it begins analyzing it. As a result of this analysis, LuminarAI knows the following things about the image:
Once LuminarAI has completed its analysis, it needs to do something with the knowledge it’s gleaned from the image. This is where Templates come in.
Templates move well beyond presets, bundling a variety of corrections and enhancements to achieve a near-finished look. Templates are indexed to be readily accessible to the AI after it completes its analysis.
In our example, the AI proceeds as follows:
The result of this process is a dramatically different image that closely reflects the photographer’s vision and style.
The photographer still captures the raw, untouched photo. After analyzing this photo, LuminarAI presents Templates it believes will bring out the best in it. The photographer can then choose the Template that most closely matches their vision or not choose a Template and work directly in the Edit module. Even if the photographer does choose a Template, they can still make further adjustments to achieve the final image.
The AI simply finds options for the artist to consider using its knowledge of the image itself and the technical rules that define a good image.
Every creative choice remains with the artist.
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