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3D face reconstruction: from basic knowledge to recognition / reconstruction methods!

2022-07-06 20:56:00 【woshicver】

| How to get started with 3D reconstruction ( Computer vision )？

Hello everyone ！ My name is Leo.

In my personal experience , It is the most effective way to start with a classic article with implementation code . Whether you have foundation or not , In this way, you can quickly find your lack of knowledge , For example, what concepts or basic methods do not know , Through collection and arrangement , Make a plan for a learning direction . In general , First, we need to study the code and execute the program ourselves , Sometimes you even need to rewrite the algorithm of this classic article , These will enable us to get familiar with the technical implementation of relevant 3D reconstruction algorithms faster , After all, 3D reconstruction is an application technology , Even doing scientific research requires specific code implementation , Only by showing our reconstruction results can we convince more people .

Of course, we need to find a direction , Whether preparing for scientific research or looking for a job , Three dimensional reconstruction has different directions in practical applications ： For example, three-dimensional reconstruction in autopilot and robot is called SLAM, Computer vision is also based on DL Three dimensional reconstruction of , And the three-dimensional reconstruction of the human body , For 3D reconstruction of human face , For 3D reconstruction of various objects , For the three-dimensional reconstruction of indoor scenes and so on ...

that , before this

Here you are. 3 Days time , Read a three-dimensional reconstruction Paper, And successfully reproduce the code , Can you finish ？