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:
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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.
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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.
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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!