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patrikhuber avatar patrikhuber commented on August 16, 2024

Hi @oftenliu,

The $B_k$ is the bias, and it is appended to the data matrix as an additional row (or column, forgot which one it is in the code). If you follow the code, you'll see it. It's a standard method when doing linear regression.

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oftenliu avatar oftenliu commented on August 16, 2024

oh, i‘m clear now, and i have some other questiones about face aligmnet, may i send them to you by email? my email is [email protected]. would appreciate it very much if you could help me

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patrikhuber avatar patrikhuber commented on August 16, 2024

If it is relevant to this repository and the actual algorithm, please post it here on the GitHub issues. However, the GitHub issues are for issues or unclarity about the code here, and not for face alignment or beginner questions. It is very likely those would not be answered. You would probably be much better off posting your questions to a more appropriate website like StackExchange (computer vision sub-page or something like that), /r/computervision, or something along those lines.

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oftenliu avatar oftenliu commented on August 16, 2024

oh! ok,Patrick, thank you very much .
another question, i train the sdm model on the ibug-lfpw, ibug, ibug-afw, 300-W, and ibug-helen-tr, when training , i use four regressor and your mean file , but the finnal residual is 2.1 is right??

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patrikhuber avatar patrikhuber commented on August 16, 2024

I don't remember the magnitude of the final residual values, but it's best if you just test the resulting models on some standardised landmark detection benchmark.

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