235 citations · 244 across the 4 of their papers we have counts for
3 papers · 1 filter
CompressAI-Vision: Open-source software to evaluate compression methods for computer vision tasks
Hyomin Choi, Heeji Han, Chris Rosewarne +1
With the increasing use of neural network (NN)-based computer vision applications that process image and video data as input, interest has emerged in video compression technology o…
End-to-end optimized image compression for multiple machine tasks
Lahiru D. Chamain, Fabien Racapé, Jean Bégaint +2
An increasing share of captured images and videos are transmitted for storage and remote analysis by computer vision algorithms, rather than to be viewed by humans. Contrary to tra…
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research
Jean Bégaint, Fabien Racapé, Simon Feltman +1
This paper presents CompressAI, a platform that provides custom operations, layers, models and tools to research, develop and evaluate end-to-end image and video compression codecs…