👉 ImgMath is an open-source library designed to simplify the process of performing mathematical operations on images, such as applying transformations, filters, and other image processing tasks. It leverages PyTorch's tensor operations to enable seamless integration with deep learning models, allowing users to define mathematical operations as functions that can be applied directly to image data represented as tensors. This approach not only makes image manipulation more intuitive and efficient but also facilitates the creation of complex image processing pipelines by composing multiple mathematical operations. ImgMath supports a wide range of functionalities, from basic arithmetic and linear algebra to more advanced operations like convolutions and activations, making it a powerful tool for researchers and developers working on computer vision tasks.
