Deep Image Compression is an end-to-end tool for extreme image compression using deep learning. It outperforms JEPG, HEIC(state-of-the-art traditional image compression method, derived from H.265, ...

Enhance Image Reconstruction Quality: To ensure high-quality image reconstruction, particularly for lossy compression, using sophisticated neural network models. Evaluate Deep Learning Architectures: ...

researchers have started rethinking compression as a computer vision problem, building new solutions with machine learning, particularly using versatile deep learning modules. In this way, image ...

This help to understand the current trends and future scope in image compression using machine learning or deep learning techniques.

Abstract: Lung image compression and segmentation are essential diagnostic and monitoring techniques for a variety of respiratory ailments. We present a novel deep learning-based technique ...