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The A.I. Evolution behind Topaz A.I. Clear

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After a lot of effort from our team,  I am excited to share the latest version of A.I. Clear with you.  Topaz A.I. Clear is a software to remove photo noise and enhance sharpness. The update of A.I. Clear in Topaz Studio v1.12.5 is a completely new development. Not only does the new A.I. Clear do a better job of suppressing the noise, but further utilizes A.I. technology to transform noisy and blurry images into crisp and detailed images.

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As a researcher in image processing for over 30 years, I cannot help but feel a little giddy about what our team has done.  Just take a look at the image above. Look at the clean removal of the noise. More importantly, look at the details in the output image!

It was a long journey to get here. Topaz Labs has always been at the forefront of image noise reduction. In 2010, Topaz Denoise had been already considered the best high-iso noise removal software in the market, a position it has maintained to this day.  The reason is that Topaz Denoise employed an algorithm that approached a theoretical upper-bound in terms of SNR (signal to noise ratio) increase. Therefore there were no much room for us, or anyone else for this matter, to improve it substantially. That is, until deep-learning in Artificial Intelligence (A.I.) emerged.

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Hover over the blue plus signs to see more information.

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A few years ago, the deep-learning based photo noise reduction in research started to produce a more promising result. A.I. Clear is the first commercial software that took advantage of this development.  It uses a “feedforward” neural network trained to suppress input image noise as much as possible. This type of method had proven itself to beat all known traditional methods in a research environment. Since Topaz Studio is an interactive app, the challenge was to discover a neural network architecture that could produce a good result at an interactive speed.  Through some pretty hardcore development work, we managed to deliver the first version of A.I. Clear, which produced better noise suppression than traditional methods without the need to manually fine tune every parameter. The reception from our customers was exceptional.

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Then we began working on A.I. Gigapixel, the first deep learning desktop tool to enlarge photos. This long and detailed process vastly increased our understanding of A.I. based image enhancement. A.I. Gigapixel is based on a revolutionary concept in deep-learning called GAN (Generative Adversarial Network). It uses a “generative” neural network to synthesize plausible details that are non-existent in the input images. This process produces an unprecedented image enlargement result. The feedback for A.I. Gigapixel was so beyond our expectations and we knew we needed to use this technology for other purposes.

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After the A.I. Gigapixel release, it was natural for us to try the same “generative” neural network idea on noise reduction and detail enhancement. So we did.  As expected, the “generative network” did not disappoint us.

But there was a catch. To produce the best result, this “generative” neural network needed a few orders of magnitude more “neurons and synapses” than the original one.  This much more complex network led to a very slow processing speed – an obvious no-go in an interactive app like A.I. Clear.  

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Check out the AI Clear product page to learn more about AI Clear including pricing and to see more examples.

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Eventually, our research scientist Dr. Acharjee found a pretty good compromise.  Through the work of our incredible development team, we managed to create a process that uses one-tenth the number of “neurons” than what we had started with. Not only did we match our previous speed – we exceeded it. Now, the speed is 2 to 3 times faster than the previous version of A.I. Clear, and we’ve improved image quality in most of our tests.  Still, for high noisy or blurry images it tends to synthesize unnatural-looking patterns (see image below) due to lack of enough “neurons” to remember the proper patterns.

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While it was a pity that we could not put our best but admittedly slow neural network into A.I. Clear, we’re working on using this neural network in other ways. We’ve got a batch process image enhancer in the works that will use the no-compromise large neural network for those who want the very best possible result that A.I. technology can offer – regardless of how long it takes. A.I. Clear is impressive in what it can do, and even more capable technology is coming.

For now, I am excited to share the new A.I Clear with you. What do you think?

[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_empty_space][vc_text_separator title=”About the Author” border_width=”2″][vc_empty_space][/vc_column][/vc_row][vc_row content_width=”grid”][vc_column][vc_empty_space][vc_empty_space][/vc_column][/vc_row][vc_row][vc_column width=”1/3″][vc_single_image image=”369676″ img_size=”medium”][/vc_column][vc_column width=”2/3″][vc_column_text]

About Albert Yang

Albert Yang founded Topaz Labs over 10 years ago, to form a company that adopts and implements the latest technology to introduce cutting-edge tools to the Photo market. With over 30 years of programming experience, he’s proud to offer his technical expertise to our users as the primary developer of our latest tools.

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Get started with a 30 day trial of this amazing Pro Adjustment, when you download Topaz Studio for free.  You’ve got nothing to lose.

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[qodef_icon icon_pack=”font_awesome” fa_icon=”fa-gears” size=”qodef-icon-medium” custom_size=”” type=”normal” border_radius=”” shape_size=”” icon_color=”” border_color=”” border_width=”” background_color=”” hover_icon_color=”” hover_border_color=”” hover_background_color=”” margin=”” icon_animation=”” icon_animation_delay=”” link=”” anchor_icon=”” target=”_self”]System Requirements

 

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Posted on 26 Comments

AI Clear Update

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The AI Clear Update is Here!

Faster, Sharper, and Cleaner than ever before.

Now faster than ever before, the latest version of AI Clear™ is a revolutionary product that brings unparalleled Noise Reduction and Image Sharpening with just one click!

The latest update to AI clear includes a speed increase and a Low and High Sharpness setting in addition a new Auto Noise Detection feature that selects the best Noise Reduction setting for your image, in addition to the existing Low, Medium, and High Noise Reduction settings. Keep reading to learn more.

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Get clearer and sharper images automatically with the AI Clear adjustment.

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Hover over the blue plus signs to see more information.

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New Features in AI Clear

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In the latest update to AI Clear, we’ve included 2 Sharpness models for low and high detail synthesizing, doubling the versatility of AI Clear and increasing the complexity of each of the new models.

[/mpc_icon_column][/vc_column_inner][vc_column_inner width=”1/3″][mpc_icon_column preset=”mpc_preset_25″ background_color=”#f7f7f7″ border_css=”border-radius:10px;” padding_divider=”true” padding_css=”padding-top:40px;padding-right:30px;padding-bottom:40px;padding-left:30px;” title_font_preset=”mpc_preset_17″ title_font_color=”#5c5c5c” title_font_size=”20″ title_font_line_height=”1″ title_font_transform=”uppercase” title_font_align=”center” title=”Automatic Noise Detection” content_font_preset=”mpc_preset_1″ content_font_color=”#929292″ content_font_size=”15″ content_font_line_height=”1.5″ content_font_align=”center” hover_background_color=”#ffffff” hover_border_css=”border-radius:10px;” mpc_icon__icon=”fa fa-location-arrow” mpc_icon__icon_color=”#757575″ mpc_icon__icon_size=”30″ mpc_icon__padding_divider=”true” mpc_icon__margin_divider=”true” mpc_icon__margin_css=”margin-bottom:20px;” mpc_icon__hover_icon=”eti eti_lightbulb” mpc_icon__hover_icon_color=”#f29760″ mpc_divider__width=”10″ mpc_divider__content_padding_divider=”true” mpc_divider__content_padding_css=”padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;” mpc_divider__lines_color=”#dddddd” mpc_divider__padding_divider=”true” mpc_divider__padding_css=”padding-top:3px;padding-bottom:3px;”]

With one click, AI Clear selects the best Noise Reduction setting automatically. The new Auto setting detects the noise reduction level that works best with your image to give you a clean result.

[/mpc_icon_column][/vc_column_inner][vc_column_inner width=”1/3″][mpc_icon_column preset=”mpc_preset_25″ background_color=”#f7f7f7″ border_css=”border-radius:10px;” padding_divider=”true” padding_css=”padding-top:40px;padding-right:30px;padding-bottom:40px;padding-left:30px;” title_font_preset=”mpc_preset_17″ title_font_color=”#5c5c5c” title_font_size=”20″ title_font_line_height=”1″ title_font_transform=”uppercase” title_font_align=”center” title=”Better Performance” content_font_preset=”mpc_preset_1″ content_font_color=”#929292″ content_font_size=”15″ content_font_line_height=”1.5″ content_font_align=”center” hover_background_color=”#ffffff” hover_border_css=”border-radius:10px;” mpc_icon__icon=”fa fa-tachometer” mpc_icon__icon_color=”#757575″ mpc_icon__icon_size=”30″ mpc_icon__padding_divider=”true” mpc_icon__margin_divider=”true” mpc_icon__margin_css=”margin-bottom:20px;” mpc_icon__hover_icon=”eti eti_lightbulb” mpc_icon__hover_icon_color=”#f29760″ mpc_divider__width=”10″ mpc_divider__content_padding_divider=”true” mpc_divider__content_padding_css=”padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;” mpc_divider__lines_color=”#dddddd” mpc_divider__padding_divider=”true” mpc_divider__padding_css=”padding-top:3px;padding-bottom:3px;”]

Using the feedback from our customers, we’ve implemented an entirely new processing method in our engine to get you a better, more intelligent result at a much faster speed from our AI products.

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[vc_empty_space][/vc_column][/vc_row][vc_row][vc_column][vc_empty_space][vc_empty_space][mpc_divider preset=”mpc_preset_18″ content_type=”title” content_border_css=”border-width:1px;border-color:#e0e0e0;border-style:solid;” content_padding_divider=”true” content_padding_css=”padding-top:5px;padding-right:15px;padding-bottom:5px;padding-left:15px;” font_preset=”mpc_preset_1″ font_color=”#888888″ font_size=”20″ font_line_height=”1″ font_transform=”uppercase” font_align=”left” title=”How to Use AI Clear” icon_type=”character” icon_character=”M” icon_color=”#76bdcc” icon_size=”30″ lines_color=”#e0e0e0″ padding_divider=”true”][vc_empty_space][mpc_callout preset=”mpc_preset_32″ layout=”style_5″ title_font_color=”#f7f7f7″ title_font_size=”26″ title_font_line_height=”1″ title_font_transform=”uppercase” title_font_align=”left” title=”Install Topaz Studio” title_margin_divider=”true” title_margin_css=”margin-top:0px;margin-bottom:8px;” content_width=”100″ content_font_color=”#f7f7f7″ content_font_size=”17″ content_font_line_height=”1″ content_font_align=”left” content_margin_divider=”true” content_margin_css=”margin-top:0px;margin-bottom:0px;” icon=”fa fa-arrow-circle-o-down” icon_color=”#f7f7f7″ icon_size=”60″ icon_padding_divider=”true” icon_padding_css=”padding-right:30px;” icon_margin_divider=”true” background_type=”gradient” background_gradient=”#83bae3||#80e0d4||0;100||40||linear” padding_css=”padding:30px;” mpc_button__url=”url:https%3A%2F%2Ftopazlabs.com%2Fdownloads%2F|title:Link||” mpc_button__font_color=”#f7f7f7″ mpc_button__font_size=”16″ mpc_button__font_transform=”uppercase” mpc_button__title=”Download Topaz Studio” mpc_button__border_css=”border-width:2px;border-color:#f7f7f7;border-style:solid;border-radius:10px;” mpc_button__padding_divider=”true” mpc_button__padding_css=”padding-top:12px;padding-right:30px;padding-bottom:12px;padding-left:30px;” mpc_button__margin_divider=”true” mpc_button__hover_font_color=”#80e0d4″ mpc_button__hover_background_color=”#f7f7f7″ mpc_button__hover_background_effect=”slide-right” mpc_divider__disable=”true” mpc_divider__width=”10″ mpc_divider__lines_color=”#f7f7f7″ mpc_divider__lines_weight=”2″ mpc_divider__margin_divider=”true” mpc_divider__margin_css=”margin-bottom:-10px;”]

Get a free version from our downloads page!

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Topaz AI Clear works exclusively within the Topaz Studio platform. So if you’re going to use AI Clear you need to make sure that you’ve got Topaz Studio installed.

Once you’ve opened Topaz Studio, you can add AI Clear to your image by selecting it in the Adjustments list.

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Applying the adjustment is easy, simply add the AI Clear adjustment to your adjustment stack and our custom neural network will analyze your image to automatically remove noise, reduce artifacts, and enhance details.

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How does AI Clear Work?

AI Clear uses the insight of a custom neural network trained on millions of images to detect and reduce noise
as well as enhance details in your images automatically.

 

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Check out the AI Clear product page to learn more about AI Clear including pricing and to see more examples.

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Topaz AI Clear™ is available as a Pro adjustment with Topaz Studio, a standalone photo editor. It is compatible with 64-bit Windows 7+ and Mac OS X 10.10+.

For more information about Topaz Studio’s AI Clear™ Adjustment, please visit web.topazlabs.com/ai-clear

 

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Get clearer and sharper images automatically with the AI Clear adjustment.

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Step 4: Set your Output Folder

[/vc_column_text][vc_column_text]Now that we have the source folder set we want to set up the destination folder where we will save the processed images. Click the “Choose” button under the destination settings window to set your destination folder.[/vc_column_text][vc_single_image image=”420529″ img_size=”full” onclick=”link_image”][vc_empty_space][vc_row_inner][vc_column_inner width=”1/3″][vc_column_text]Just like you did with your source folder, you want to navigate to the folder where you’d like to save the images that you process. I’ve already set up a “batching out” folder so i’ll select that and click “Select Folder”.[/vc_column_text][vc_empty_space][/vc_column_inner][vc_column_inner width=”2/3″][vc_single_image image=”420531″ img_size=”full” onclick=”link_image”][/vc_column_inner][/vc_row_inner][vc_row_inner][vc_column_inner][vc_column_text]NOTE: If you select an output folder that contains files you’ll see the warning on the right letting you know that there is a potential for overwriting files, if you continue and you haven’t changed your batch settings to something new from the last time you batched, you will overwrite those files. This message serves as your only warning.[/vc_column_text][vc_empty_space height=”16px”][vc_single_image image=”420574″ img_size=”full” alignment=”center” onclick=”link_image”][vc_empty_space][/vc_column_inner][/vc_row_inner][vc_column_text]If you chose the “include subfolder” option in the source menu you can also select an option here to “keep source folder structure” to create the exact same subfolders and sort files into them as you have set up in your source folder.[/vc_column_text][vc_empty_space][/vc_column][/vc_row]

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Introducing AI Clear

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What is AI Clear?

The second product in our Artistic Intelligence line. AI Clear™ is a powerful Pro Studio Adjustment that removes noise and sharpens detail in photos automatically.

AI Clear not only achieves much higher quality result than existing products but does so automatically without the need for any manual tweaking.  Other AI implementations require you to upload your image to an external server for cloud processing, taking control of your images out of your hands and taking minutes or hours to get you a processed result. AI Clear uses your machine to process and enhance your images locally without costing you time, bandwidth, and control.

The latest update to AI clear includes refinements to the interface, 2 completely new additional neural networks, and speed improvements to processing. Keep reading to learn more.

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Get clearer and sharper images automatically with the AI Clear adjustment.

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AI Clear’s custom neural networks go further than noise reduction, it also consistently sharpens your images as well. By analyzing millions of images we’ve trained the model to recognize and remove some of the blur created from long exposure times. The result is a sharper and more detailed images for a truly clear result.

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Hover over the blue plus signs to see more information.

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New Features in AI Clear

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In the latest update to AI Clear, we’ve included an additional 2 noise reduction models for medium and high noise levels, tripling the versatility of AI Clear and doubling the complexity of each of the new models.

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We took the feedback from our users and updated the AI Clear interface to clarify how to use the application, now just change the model strength first, and work your way down to tweak your result.

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We’ve implemented an entirely new processing method in our engine to get you a better, more intelligent result from our AI products without costing you speed.

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Get a free version from our downloads page!

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Topaz AI Clear works exclusively within the Topaz Studio platform. So if you’re going to use AI Clear you need to make sure that you’ve got Topaz Studio installed.

Once you’ve opened Topaz Studio, you can add AI Clear to your image by selecting it in the Adjustments list.

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Applying the adjustment is easy, simply add the AI Clear adjustment to your adjustment stack and our custom neural network will analyze your image to automatically remove noise, reduce artifacts, and enhance details.

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How does AI Clear Work?

AI Clear uses the insight of a custom neural network trained on millions of images to detect and reduce noise
as well as enhance details in your images automatically.

 

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Check out the AI Clear product page to learn more about AI Clear including pricing and to see more examples.

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AI Clear is best used at the very beginning of your workflow, as the AI was trained specifically on directly out of camera raw images and jpegs, any pre processing in lightroom or PS (especially sharpening and Noise reduction, which lightroom does automatically) will reduce the quality of result that you see from AI Clear.  

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Turn off Noise Reduction in Adobe Camera Raw

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Raw Images in Photoshop’s Raw Processor will automatically have some sharpening and color noise reduction applied. To remove this go to the detail tab in ACR, then zero out all the sliders there. You can then open the image in Studio as a plugin through PS.

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Turn of Noise Reduction in Adobe Lightroom

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Images in Lightroom will automatically have some sharpening and color noise reduction applied. To remove this go to the Develop module, then open the detail tab and zero out all the sliders there. You can then use the “edit-in” option to edit in Studio.

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Topaz AI Clear™ is available as a Pro adjustment with Topaz Studio, a standalone photo editor as well as a plugin for Photoshop CS4+, Elements 6+, Creative Cloud, and as an external editor for Lightroom. It is compatible with 64-bit Windows 7+ and Mac OS X 10.10+.

For more information about Topaz Studio’s AI Clear™ Adjustment, please visit web.topazlabs.com/ai-clear

 

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Get clearer and sharper images automatically with the AI Clear adjustment.

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Step 4: Set your Output Folder

[/vc_column_text][vc_column_text]Now that we have the source folder set we want to set up the destination folder where we will save the processed images. Click the “Choose” button under the destination settings window to set your destination folder.[/vc_column_text][vc_single_image image=”420529″ img_size=”full” onclick=”link_image”][vc_empty_space][vc_row_inner][vc_column_inner width=”1/3″][vc_column_text]Just like you did with your source folder, you want to navigate to the folder where you’d like to save the images that you process. I’ve already set up a “batching out” folder so i’ll select that and click “Select Folder”.[/vc_column_text][vc_empty_space][/vc_column_inner][vc_column_inner width=”2/3″][vc_single_image image=”420531″ img_size=”full” onclick=”link_image”][/vc_column_inner][/vc_row_inner][vc_row_inner][vc_column_inner][vc_column_text]NOTE: If you select an output folder that contains files you’ll see the warning on the right letting you know that there is a potential for overwriting files, if you continue and you haven’t changed your batch settings to something new from the last time you batched, you will overwrite those files. This message serves as your only warning.[/vc_column_text][vc_empty_space height=”16px”][vc_single_image image=”420574″ img_size=”full” alignment=”center” onclick=”link_image”][vc_empty_space][/vc_column_inner][/vc_row_inner][vc_column_text]If you chose the “include subfolder” option in the source menu you can also select an option here to “keep source folder structure” to create the exact same subfolders and sort files into them as you have set up in your source folder.[/vc_column_text][vc_empty_space][/vc_column][/vc_row]