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End to end deep neural network based semantic communication system for image.
pytorch -> onnx -> caffe, pytorch to caffe, or other deep learning framework to onnx and onnx to caffe.
The source code of Perceptual Learned Source-Channel Coding
Deep Joint Source-Channel Coding for Wireless Image Transmission
Recent papers and codes related to deep learning/deep neural network based image compression and video coding framework.
Image Compression Comparison Framework
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
Semantic JPEG image compression using deep convolutional neural network (CNN)
This is the codes for paper "Learning Convolutional Networks for Content-weighted Image Compression"
Pytorch code for IEEE TWC paper "Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic Communication"
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
Joint Source Channel Coding of Images With Feedback
Codes for "Deep Joint Source Channel Coding for Wireless Image Transmission with OFDM", accepted by ICC 2021
Codes for "Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control", ICASSP 2022