AI and Photography: How Machine Learning is Transforming Image Editing
The field of photography has undergone a profound transformation in the last couple of years. And this is thanks to the integration of artificial intelligence (AI) and machine learning tools. These technologies have revolutionized the field of photography when it comes to photo editing especially. So, whether photography is your hobby or your profession, you now have access to a wide variety of tools that are both efficient and accessible.
Photography is a creative field. Depending on the niche you are focusing on, you need to have some knowledge about photo techniques and styles, but also about how to set your camera. However, you can repair many mistakes through photo editing. And you can enhance the mood of a photograph by using the right tools when editing. However, as technology is advancing more and more, AI tools become indispensable. How is machine learning transforming image editing? Find out by reading this article.
Automated Photo Enhancement
Many AI-based photo editing tools can automatically enhance the quality of your photo. They adjust parameters such as brightness, sharpness, and color balance. Adobe, the giant behind Photoshop and Lightroom, found that their AI-based “Enhance Details” setting is improving image quality by up to 43%. This is awesome, considering that you do not always have the best setting for taking the best photos.
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However, with the help of automated photo enhancement tools you can now end up with some pretty nice photos. You can store them online too, either in their library or on online stores such as Google Photos. You can install google photos on iphone and access this link to find out more about how you can efficiently use it. A blog mentions that you can store ai photographs if you save google photos to iphone and you can have access to all your photos instantly.
Object and Scene Recognition
AI is improving day by day and is becoming better and better. AI can now accurately identify objects and scenes in photographs, which, of course, facilitates image processing. In some cases, you might only adjust the brightness of a specific object, such as a human in portrait photography. In other cases, you might want to work more on the background. Today, you can easily do this with the object and scene recognition features that are so easily done by AI. A photo editing tool can now identify the sky, the water, the trees, or other elements in a landscape. And you can edit each of them separately. Which helps you create more artistic photos.
Background Removal and Replacement
Machine learning is transforming image editing and this is another way it does it. A task that was once tedious and required precise manual selection, background removal, and replacement is now easily done with the help of AI. If you are familiar with Photoshop, then you might know about their tool called “magic wand”. You can now use AI-based tools to remove and replace backgrounds. It simply makes it easier to isolate subjects and replace the background with just a few clicks.
Image Restoration
Image restoration is something all photographers want to do. You might have a scratch on your lens you haven’t noticed yet. There might be stains on photos or just other imperfections. Well, image restoration models are trained on large datasets of damaged and undamaged photos. This way, they can generate high-quality clean images from damaged sources. Which can save you lots of time.
Style Transfer
As a photographer, you will take lots of photos. Of course, not all of them will be clear or how you want, but you may still remain with some of them. Well, machine learning algorithms enable you to apply artistic styles to your photos. AI tools can train on famous artworks or photography styles. This way, you can apply the same style to all your photos. This way, you will have a coherent portfolio where the style does not differ too much. Which allows for creative and unique interpretations of photos.
Final Thoughts
Technology is changing the world every day. There are more and more AI-based tools that use the principles of machine learning to improve the outcome. And photo editing can be improved by using these tools. Both Photoshop and Lightroom, two of the most popular and used photo editing tools, have some features that are AI-based. And that simply makes your photo editing tasks easier. You can restore images from damaged ones, you can edit only the subject or background in a specific photo. You can transfer the style to all your photos or just enhance your photos.