Tag: DeNoise AI

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Getting Started with Topaz DeNoise AI

This article is to introduce you to and provide you with some helpful resources to using Topaz DeNoise AI, the industry’s most advanced noise reduction solution powered by artificial intelligence!

Why You’d Want to Use DeNoise AI

You can generally point a finger at a high ISO setting if you’re experiencing noise in your images. High ISO is the most common contributor to image noise in photography. But, perfect conditions don’t always exist for capturing an image. Here are a few reasons to use an increased ISO setting:

–Faster shutter speeds to freeze motion (e.g. 1600+ ISO for indoor sports photography)

–Better performance in low light (e.g. nighttime cityscapes, Milky Way shoots, dimly lit indoor shoots)

–Reduced image blur when shooting handheld

After months of training and testing, we are now able to use a bigger network that handles more varieties of noise. DeNoise AI is trained to remove high ISO noise, sensor noise, thermal noise, banding noise, and noise from some scanned images.

So, let’s get into DeNoise AI!

When to Use DeNoise AI in Your Workflow

We recommend using DeNoise AI at the beginning of your workflow. Eliminating noise as a first step is key because it will ensure that you are working on a clean image! It is always important to remove any damaging defects before applying any color, detail or creative adjustments to your images.

How DeNoise AI Works

In order to train DeNoise AI effectively, we used a lot of clean and noisy image pairs as examples to train an AI network. This is so that later when the AI sees a noisy image, it can predict the clean version of it. Mathematically, we mimic the way that real-world noise is added to the image, during capture or digitization. Our noise model generated millions of noisy-clean image pairs, which were used to train the network. The DeNoise AI network is also able to receive “hints” about the noise level and type from outside as a help.

Installation Tips

Here’s a quick rundown to get you up and running with Topaz DeNoise AI!

BEFORE YOU DOWNLOAD, DeNoise AI has higher requirements than some of our other applications, so please check out the requirements below and see what kind of performance to expect:

After meeting the requirements, simply follow the directions below:

  • Download DeNoise AI from the Topaz Labs Downloads Page.
  • Log in with your Topaz Labs account or the email address that you used to purchase.

To start a free, 30-day trial, please follow the directions below:

Extra Tip: Started a trial, bought the product, and still seeing “trial” on the application? No worries. Simply click “Help” in the top toolbar and then click “Update Product Ownership.” And with just those few clicks, your product will be updated.

DeNoise and AI Clear Owners: Upgrading to DeNoise AI for Free

Yes, free! If you own our Classic Plug-in DeNoise or our Studio Pro Adjustment AI Clear, we have given you access to DeNoise AI. All that you have to do is download and install DeNoise AI, log in, and it’s all yours! Here are some convenient download links to get started:

DeNoise AI Mac Installer

DeNoise AI Windows Installer

Extra tip: Just make sure that you are logging with the email address that you used to purchase DeNoise or AI Clear with. This is the email address that DeNoise AI will be registered to so if another username or email address is used, your copy of DeNoise AI will start in trial mode.

Using DeNoise AI

All you have to do is import your image. DeNoise AI will target the noise in your image and intelligently apply the best solution for removing it without sacrificing too much detail loss.

Though we’ve created DeNoise AI to be an easy, automatic solution, there are three adjustment sliders that allow you to make manual edits beyond the automated detection. With the Remove Noise slider you can apply even stronger noise reduction. Pushing the sliders to the extreme level will not give you the best output all the time. If your noise level is low, then keeping the slider in the lower range should give the best output.

The Enhance Sharpness slider allows you to sharpen images that become blurry after denoising. If you’re looking to add back specific details in your image that may have been removed by denoising, you can try the Restore Detail slider to use alpha-mask blending to restore and improve details.

Other Resources for DeNoise AI

We have a couple other pointers regarding noise reduction. To understand more about the causes of noise and how to avoid them during your next shoot, you can read our staff article Sounding Off on Noise in Images.

You can also find our staff article The Story Behind DeNoise AI  that details the process behind the development of DeNoise AI and some of the logic behind designing it.

Still have some questions on DeNoise AI? No worries. We’ve gathered up some frequently asked questions and our knowledge base of DeNoise AI articles.

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Sounding Off on Noise in Images


What do all the images below have in common?

Low light + High ISO  = Noise²

They all contain some amount of noise. But what causes noise and how can you avoid it?
Albert Einstein by Arthur Sasse

In a galaxy far, far, away… the (extremely) wide depth of field causes an unavoidable amount of noise.

Pillars by NASA’s Spitzer Space Telescope

A legendary slam dunk in motion leads to noisy crowds and a noisy image.

Michael Jordan by John Swart

So, what do all these images have in common? Well, besides all being very iconic?

…They all contain some level of noise.

Perfect conditions may not always exist to avoid capturing a noisy image, but here are a few pointers to help during your next shoot and post-processing.

Understanding What Causes Noise and How to Avoid It

You can generally point a finger at a high ISO setting if you’re experiencing noise in your images. High ISO is the most common contributor to image noise in photography.

The ISO setting defines how sensitive your camera sensor is to the amount of light present in your scene. It can also vary by camera model. A standard range of ISO is typically between 200 to 1600.

The lower ISOs are ideal for well-lit or sunny environments, or when your camera is stationary.  

A higher ISO setting will cause the sensor to be more sensitive, allowing you to compensate for specific scenarios, but will also create more noise.


Uses and Benefits of High ISO Settings

A higher ISO enables:

–Faster shutter speeds to freeze motion (e.g. 1600+ ISO for indoor sports photography)
–Better performance in low light (e.g. nighttime cityscapes, Milky Way shoots, dimly lit indoor shoots)
–Reduced image blur when shooting handheld

 

Other Factors Affecting Exposure


In conjunction with ISO, there are other factors weighing on exposure, like aperture. Think of aperture like the pupil of your camera lens.

Much like our very own pupils in our eyes and how they respond to light and dark environments, you can adjust the aperture to allow more or less light into your camera’s sensor. The smaller the aperture, the less light is allowed in and the larger the depth of field. A larger aperture allows for more light and a more shallow depth of field.
 
Measured in fractions, the smaller number is actually a larger opening, so f/4 is bigger than f/16, with the “f” standing for the focal length of the lens.

And finally, the last major factor in exposure is shutter speed, the duration in which the shutter is open, exposing the sensor. Measured in a fraction of a second (e.g. 1/125, 1/500), shutter speed can compensate for images that appear too light or dark at your selected aperture.

When you double the ISO (e.g. from 400 to 800), your camera only requires half as much light for the same exposure. For example, if the shutter speed is 1/250 at 400 ISO, upping to 800 ISO will produce the same exposure at 1/500 second (with a static aperture).

Working in tandem, these three settings will help you develop better images and make post-processing simpler. But for those necessary shots in less-than-perfect scenarios, we have a new solution to reduce noise and restore your photo to its intended glory!

Meet our latest AI-powered solution, DeNoise AI.

 

How does DeNoise AI work?

After months of training and testing, we are now able to use a bigger AI network that handles more varieties of noise.

All you have to do is import your image. DeNoise AI will target the noise in your image and intelligently apply the best solution for removing it without sacrificing too much detail loss.

Though we’ve created DeNoise AI to be an easy, automatic solution, there are three adjustment sliders that allow you to make manual edits beyond the automated detection. With the Remove Noise slider you can apply even stronger noise reduction. Pushing the sliders to the extreme level will not give you the best output all the time. If your noise level is low, then keeping the slider in the lower range should give the best output.

The Enhance Sharpness slider allows you to sharpen images that become blurry after denoising. If you’re looking to add back specific details in your image that may have been removed by denoising, you can try the Restore Detail slider to use alpha-mask blending to restore and improve details.

 

 

Where does DeNoise AI fall the best in my workflow?

We recommend using DeNoise AI at the beginning of your workflow. Eliminating noise as a first step is key because it will ensure that you are working on a clean image! It is always important to remove any damaging defects before applying any color, detail or creative adjustments to your images.

 

P.S. Don’t miss out on our DeNoise AI special pricing. Download a free trial, see for yourself, and then snag DeNoise AI on sale for $59.99 (typically $79.99) until May 3!