README.md (this file) requirements.txt (list of required Python libraries) model.py (contains the CNN autoencoder model architecture) train.py (script for training the model) test.py (script for ...

This repository demonstrates a simple autoencoder model for compressing and reconstructing images. The autoencoder is built using TensorFlow and Keras and is trained on a dataset of images to learn a ...

Image and video compression methods are the core technologies that enable digital broadcasting, ... the same encoder or decoder architecture can be specialised for different tasks.

Since then a number of JPEG replacements have come and gone – including JPEG 2000 – but now Google reckons that it can improve JPEG with Jpegli, a new encoder and decoder library that promises ...

In recent years, the layered image compression is demonstrated to be a promising direction, which encodes a compact representation of the input image and apply an up-sampling network to reconstruct ...

WOODCLIFF LAKE, NJ USA -- June 12 2018 -- Semiconductor intellectual property provider CAST, Inc. has released a JPEG-LS Decoder IP core that—together with the JPEG-LS Encoder already ...

This paper developed a modernized image compression algorithm based on the wavelet transform, which is implemented in the MATLAB Simulink development environment for use in modern microcontrollers and ...