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converting images of humans into 3D mesh objects has been a topic that I have not Revisited in a while if you guys dont remember pifu HD is a research I covered some time ago where you can generate a 3D mesh of a person by giving the AI a single input image of the person and that includes the back of the body when it cannot be seen from the input image and after two years This research called icon short for implicit close to humans obtained from normals published a more polished method in generating 3D mesh of a human body not only does it perform well on Extreme poses which pifu HD struggled badly with it is also able to create an animatable avatar from 400 images in a direct comparison made on their official demo you can see that icon produces one of the most consistent results compared to p2ht and multiple other similar research there were nowhere near icons level of accuracy in producing 3D mesh of a body in the official demo they also showed how well it performed on in the wild
