BaselineĪs in previous discussions, I ran a baseline model for comparison to the tuned models. Feel free to follow along here and in an example notebook on github.
In this part I am going to introduce another of the built-in tuners in the Keras Tuner library and apply it to avoiding overfitting when training. I looked at learning rates and choices of optimizers. In order to use the application in a commercial environment, you must upgrade to the Pro edition.In part 3 of this discussion, I introduced the concept of tuning hyperparameters which control the training of the model. ConclusionĪlthough it is not the most attractive image processing tool interface-wise, Image Tuner offers a simple solution to performing popular operations, such as resizing, conversion and renaming in batch mode. We have not come across any unpleasant surprises throughout our evaluation, since the tool did not hang, crash or pop up error messages. Image Tuner has minimal impact on PC performance, since it uses low CPU and RAM. In addition, an ongoing project can be saved to file and resumed at a later, more convenient time. Images can be previewed in a small, built-in frame, as well as enlarged by bringing up a secondary window. Other effects provided by Image Tuner are able to reset EXIF and general information, flip and rotate the pictures, automatically sharpen them, as well as to adjust the hue, saturation, brightness and contrast levels. The batch renaming tool is simple enough, as you can specify a naming pattern. linear, BSpline, Lanczos3), apply an image watermark and set its opacity and position, as well as convert the pictures to other formats (JPEG, PNG, BMP, GIF or TIFF) and configure JPEG and PNG settings, if necessary. Make image adjustments in batch modeĪs far as tweaks are concerned, you can resize the photos by percentage or size (preset or custom) and use filters (e.g. Image files can be added to the task list using either the file browser, folder view or drag-and-drop method.Īs you may probably noticed by now, batch processing is supported, which means you can work with multiple files at once to reduce overall task duration. Its interface is simple to navigate, thanks to the familiar look. The program is installed very quickly and without any issues. It comprises a few handy tweaks, such as resizing, watermarks, conversion and renaming.
Image Tuner is an easy-to-use image editor that supports most popular file types like TIF, GIF, JPG and PNG, as well as unprocessed RAW images.
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