Shipping a Neural Network on iOS with CoreML, PyTorch, and React Native
If I understand correctly, the reason a CNN is used here is because we want to find the splits that a human would visually agree "looks" the best?<p>So rather than a regression it's more like the "line simplification" problem in graphics: (<a href="https://bost.ocks.org/mike/simplify/" rel="nofollow">https://bost.ocks.org/mike/simplify/</a> <a href="https://en.wikipedia.org/wiki/Ramer%E2%80%93Douglas%E2%80%93Peucker_algorithm" rel="nofollow">https://en.wikipedia.org/wiki/Ramer%E2%80%93Douglas%E2%80%93...</a>)<p>Just thought this solution seems a little overkill. Surely you can pick some error metric over the splits to optimize instead?