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An Implementation of Heatmap Regression via Randomized Rounding

heatmap-based-landmarker

Try to reproduce work of Heatmap Regression via Randomized Rounding https://arxiv.org/abs/2009.00225.

  • Use some code on https://github.com/baoshengyu/H3R
  • Use some code and discussion in https://github.com/baoshengyu/H3R/issues/6 . mostly contributed by ElteHupkes
  • Some insight in here https://elte.me/2021-03-10-keypoint-regression-fastai#random-rounding-and-high-resolution-net . Thanks ElteHupkes alot for helping.

Installation

On Ubuntu Python 3.8

pip install -r requirements.txt