DirectML hardware acceleration:
Note: DirectML hardware acceleration requires graphics cards that support DirectX Feature Level 12.0 and above. To check your DirectX Feature Level, open Task Manager, click on the Performance tab, select GPU, and there you'll find the FL value.
TensorRT hardware acceleration:
Note: To utilize NVIDIA TensorRT hardware acceleration, ensure you have the latest software updates:
* To comprehensively evaluate the performance of Aiarty and Topaz in image upscaling, we meticulously selected nearly 500 images for testing. These images cover a wide range of types, including portraits, landscapes, close-ups, and AI-generated images etc. To ensure the objectivity of the test results, we strictly controlled the testing environment and closed other applications that might interfere with the results. In batch testing, we used the "more-detail" model for Aiarty and the "Autopilot" setting for Topaz, uniformly upscaling images by 2x. Additionally, we implemented targeted denoising, sharpening and upscaling settings for different types of images to compare the final test results. Of course, due to the complexity of image content and different processing settings, different images may yield varying results. Feel free to download our test images and see which tool suits your needs best.
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