Image Upscaling Model

Original Input Image

2x Upscaling

4x Upscaling

Upscaling of digital images (such as video frames) refers to increasing the resolution of images using different algorithmic methods such as deep learning methods. This can be very useful when for example, we want to work with low-resolution materials (such as old video footages) that need to be used in a high-resolution output. The AI model can be used to upscale images or videos by required upscale factor such as 2x, 3x, or 4x depending upon-use case.

Use Cases:

Image repair and inpainting
Video quality upgradation
Low Light enhancement for better visualization of scenes.

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