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una-dinosauria / 3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.
MIT License
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No 3dpose visualization in demo #197

Closed tiffany0117 closed 3 years ago

tiffany0117 commented 3 years ago

Hi, Thanks for your wonderful works, but when I try the code in README for quick demo, there is no skeleton of 3dpose in visualization, and I found something strange at the end of training.

  1. Operating system : windows 10
  2. Tensorflow version : 2.3.0
  3. Python version : 3.8.8

  4. The stack trace of the error that you see

    ============================= Global step: 24371 Learning rate: 9.90e-04 Train loss avg: 0.1195

    ===Action=== ==mm== Directions nan Discussion nan Eating nan Greeting nan Phoning nan Photo nan Posing nan Purchases nan Sitting nan SittingDown nan Smoking nan Waiting nan WalkDog nan Walking nan WalkTogether nan Average nan

    Saving the model... done in 1979.55 ms

image

fantasy870727 commented 3 years ago

I have same problem.Help me,please!

shin-ka commented 3 years ago

@tiffany0117 were you able to solve the problem?

tiffany0117 commented 3 years ago

@shin-ka I found that this problem is caused by the result of the predicted joints are not those we want like below : https://github.com/una-dinosauria/3d-pose-baseline/issues/77#issuecomment-409066581 the result are the other 16 static joints. However, I have no idea how to solve this problem.

una-dinosauria commented 3 years ago

It is likely that a library we depend on changed and it's affecting the results. I'd recommend trying with older version of pytorch. I'll try to put together a docker image for this as well.

shin-ka commented 3 years ago

@una-dinosauria thanks for the suggestion! I downgraded to tensorflow 1.12 and it works. @tiffany0117 fyi

una-dinosauria commented 3 years ago

Sorry, I meant tensorflow, not pytorch. Thanks for finding the fix @shin-ka!

tiffany0117 commented 3 years ago

@shin-ka @una-dinosauria Thanks a lot !