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Change the lighting in a photo
Image Augmentation Demo

Image Augmentation Demo

Try out image augmentation techniques.

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What is Image Augmentation Demo ?

Image Augmentation Demo is an interactive tool designed to showcase various image augmentation techniques. It allows users to apply transformations to images to enhance or modify their appearance. This demo is particularly useful for understanding how different effects can be applied to images, making it a valuable resource for both beginners and professionals in image processing and machine learning.

Features

• Adjust Lighting: Modify brightness, contrast, and saturation to change the mood of an image. • ApplyFilters: Add filters like sepia, grayscale, and blur to achieve unique visual effects. • Transform Images: Rotate, flip, or crop images to alter their orientation or focus. • Add Noise: Introduce random pixel variations to simulate real-world image degradation. • Real-Time Preview: See the effects of your adjustments immediately. • Save Options: Download the modified image for further use.

How to use Image Augmentation Demo ?

  1. Launch the Demo: Open the Image Augmentation Demo tool in your browser or application.
  2. Upload an Image: Select an image from your device to work with.
  3. Explore Augmentation Options: Choose from various augmentation techniques such as lighting adjustments, filters, and transformations.
  4. Preview Changes: Use the preview feature to see how each effect alters your image.
  5. Adjust Settings: Fine-tune the intensity or parameters of each effect to achieve your desired outcome.
  6. Save the Result: Download the modified image or share it directly from the tool.

Frequently Asked Questions

What is the purpose of image augmentation?
Image augmentation is used to artificially increase the size of a dataset by applying transformations to existing images, helping to improve the robustness of machine learning models.

Can I undo changes after applying an effect?
Yes, most tools allow you to revert changes or reset the image to its original state.

What file formats are supported?
Commonly supported formats include JPEG, PNG, and BMP. Check the tool's documentation for a full list of supported formats.

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