LichengXiao2017/deep-image-compression - GitHub
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, …
We applied several deep learning methods on the image compression problem. For the lossless image compression we used predictive coding via multilayer perceptron (MLP) and for the …
GitHub Pages - HiFiC - High-Fidelity Generative Image Compression
We combine Generative Adversarial Networks with learned compression to obtain a state-of-the-art generative lossy compression system. In the paper, we investigate normalization layers, …
Image compression: convolutional neural networks vs. JPEG
Apr 19, 2022 · In this article, we compare different methods and models for image compression-decompression. We use several machine learning models (convolutional neural networks, …
Image Compression using Seam Carving and Clustering
Jan 5, 2019 · Here, we will explore some techniques for image compression first of which is called Seam Carving. This concept is based on the 2007 paper by Shai Avidan and Ariel Shamir …
A Deep Learning Approach to Data Compression
Sep 19, 2019 · Compress your own image using Bit-Swap. Clone the GitHub repository on https://github.com/fhkingma/bitswap and run the script demo_compress.py and …
ppingzhang/Deep-Learning-Based-Image-Compression - GitHub
(arXiv preprint 2021) DPICT: Deep Progressive Image Compression Using Trit-Planes, Lee, Jae-Han and Jeon, Seungmin and Choi, Kwang Pyo and Park, Youngo and Kim, Chang-Su (VR)
Learned Image Compression: Introduction - Mateen Ulhaq
Jan 1, 2024 · Learned image compression (LIC) applies deep learning models to the task of image compression. It is also known as neural image compression (NIC) or deep image …
Deep Image/Video Compression - ustc-fvc
This is a list of recent publications regarding deep learning-based image and video compression. This list is maintained by the Future Video Coding team at the University of Science and …
Image Compression with RNN | Biao Zhang (张彪) - 1zb.github.io
Nov 2, 2017 · I reimplemeneted the paper Full Resolution Image Compression with Recurrent Neural Networks with pytorch. This code repository is used by Video Compression through …