TensorFlow Compression (TFC) contains data compression tools for TensorFlow. You can use this library to build your own ML models with end-to-end optimized data compression built in. It's useful to ...

Abstract: High-ratio image compression is difficult because remote sensing images have complex backgrounds and rich information, and the correlation between features is weak. An accurate entropy model ...

Abstract: Deep neural networks (DNNs) have achieved great success in many data processing applications. However, high computational complexity and storage cost make deep learning difficult to be used ...

A lossless file compression tool built from scratch in C++, implementing the Huffman Encoding algorithm. Compresses text files by up to ~50% and perfectly reconstructs the original on decompression. $ ...

I write code the way some people solve puzzles — piece by piece, with a mix of curiosity and stubbornness. Here I share the tricks, failures Consider the case of a video frame dominated by a single ...

Software is a program that enables a computer to perform a specific task, as opposed to the physical components of the system (hardware). This includes application software such as a word processor, ...