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Awesome Super Resolution

Welcome to the awesome-super-resolution repository! This is a curated collection of resources, insights, and tools dedicated to the field of Super-Resolution. Super-Resolution focuses on enhancing the quality of images and videos, making them sharper, clearer, and more detailed.

In this repository, you'll find:

  • Datasets: A compilation of essential datasets used in Super-Resolution research and applications. Each dataset is accompanied by a brief description and its significance in the field.

  • Loss Functions: An overview of various loss functions that play a pivotal role in training Super-Resolution models. Understand the mechanics and the rationale behind each function.

  • Research Overview: Dive deep into the world of Super-Resolution research. This section provides summaries of key research papers, their implementations, and the core concepts they introduce.

Whether you're a researcher, a practitioner, or an enthusiast, this repository aims to be your go-to place for all things Super-Resolution. Feel free to contribute, suggest additions, or ask questions (my email: [email protected]). Let's together build a comprehensive resource that benefits the entire community!

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collection with description of super-resolution related papers, repositories, datasets, loss functions and etc.

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