[Experiment] Face Parsing Algorithm (in Github) Performance Comparison

업데이트:

Github Repos

  1. hhj1897/face_parsing
  2. zllrunning/face-parsing.PyTorch

Result

Images

hhj1897/face_parsing zllrunning/face-parsing.PyTorch

Video

hhj1897/face_parsing zllrunning/face-parsing.PyTorch

Time Comparsion

  • 10 images
hhj1897/face_parsing zllrunning/face-parsing.PyTorch
3500 ms 61ms

1. hhj1897/face_parsing

Frame #0 processed in 22.4571 ms: 1 faces detected.
Frame #0 processed in 115.5422 ms: 1 faces parsed.
Frame #1 processed in 37.4858 ms: 1 faces detected.
Frame #1 processed in 147.3708 ms: 1 faces parsed.
Frame #2 processed in 38.2266 ms: 1 faces detected.
Frame #2 processed in 156.4474 ms: 1 faces parsed.
Frame #3 processed in 80.1768 ms: 1 faces detected.
Frame #3 processed in 219.9991 ms: 1 faces parsed.
Frame #4 processed in 49.8168 ms: 1 faces detected.
Frame #4 processed in 174.9938 ms: 1 faces parsed.
Frame #5 processed in 549.9790 ms: 1 faces detected.
Frame #5 processed in 1045.5098 ms: 1 faces parsed.
Frame #6 processed in 16.8381 ms: 1 faces detected.
Frame #6 processed in 101.9747 ms: 1 faces parsed.
Frame #7 processed in 126.0614 ms: 1 faces detected.
Frame #7 processed in 317.4789 ms: 1 faces parsed.
Frame #8 processed in 18.2302 ms: 1 faces detected.
Frame #8 processed in 111.9025 ms: 1 faces parsed.
Frame #9 processed in 29.6912 ms: 1 faces detected.
Frame #9 processed in 139.0598 ms: 1 faces parsed.
Total Time: 3499.2421 ms: 

2. zllrunning/face-parsing.PyTorch

Frame #0 processed in 12.1360 ms: 
Frame #1 processed in 5.9204 ms: 
Frame #2 processed in 5.4195 ms: 
Frame #3 processed in 5.3592 ms: 
Frame #4 processed in 5.3442 ms: 
Frame #5 processed in 5.3661 ms: 
Frame #6 processed in 5.3465 ms: 
Frame #7 processed in 5.3504 ms: 
Frame #8 processed in 5.3403 ms: 
Frame #9 processed in 5.3999 ms: 
Total Time: 60.9825 ms: 

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