How about the method compared with EMOCA/MICA

KupynOrest / head_detector

Official repo for VGGHeads: A Large-Scale Synthetic Dataset for 3D Human Heads.

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How about the method compared with EMOCA/MICA #15

Closed xg-chu closed 2 months ago

xg-chu commented 3 months ago

Thanks for your excellent method and code. ^_^ Is there any comparison between this method and methods such as EMOCA or MICA in flame parameter estimation? If there is no quantitative comparison, which one do you think is better or stable?

KupynOrest commented 3 months ago

The EMOCA or MICA is designed for detailed 3D face reconstruction so should work better for cases where detailed head crops are provided. Note it also requires a tight crop. Our method was designed for coarse estimation and to reconstruct multiple meshes in a single step. We believe that superior alignment provided by predictions from our method - https://github.com/KupynOrest/head_detector/pull/17 can also be used as the 1st stage of a more detailed 3D face regressor.

emlcpfx commented 2 months ago

The tracking itself blows EMOCA and MICA out of the water. Astoundingly good.

xg-chu commented 2 months ago

The alignment part is really great! 🚀