A neural network using x265 lookahead features adjusts the CRF quality setting per GOP to hit a target bitrate in one pass, reporting modest BD-rate gains over x265's ABR mode.
Robitza, ``CRF Guide (Constant Rate Factor in x264, x265 and libvpx),'' http://slhck.info/video/2017/02/24/crf-guide.html
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A neural network approach to GOP-level rate control of x265 using Lookahead
A neural network using x265 lookahead features adjusts the CRF quality setting per GOP to hit a target bitrate in one pass, reporting modest BD-rate gains over x265's ABR mode.