Initial Success with Structured SVM implementation

Human Pose Estimation: Parse Dataset


Inference Algorithm: Sum Product Algorithm

Here we want to detect the position of human parts


Please Click number [1][2][3] for interactive mode


Algorithm Result

Training: My Structured SVM implementation.

Result

1. Detection Before Apply SSVM training



2. Detection after apply SSVM training

1. Detection before apply SSVM training
 2. Detection after apply SSVM training



1. Detection before apply SSVM training



 2. Detection after apply SSVM training

1. Detection before apply SSVM training
2. Detection after apply SSVM training

1. Detection before apply SSVM training

2. Detection after apply SSVM training
1. Detection before apply SSVM training

2. Detection after apply SSVM training


ความคิดเห็น

  1. Current problem: My Structured SVM is prohibitively expensive for very high dimensional data (>100,000). I am researching on how to solve SSVM efficiently.

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