galli-leo / virtualwardrobe Goto Github PK

• Abstract
• Introduction
• Deep Learning Explained
• My use case
• Deep Learning vs other methods in my case
• My CNN explained and where I got the data
• Conclusion
• Evaluation

Because of Py_Finalize

Did not work last time, but I think I figured out why: Python can only call one function at once.

• Better manage python calling (maybe through singleton?)
• Improve threading.

• Not used wardrobe modes
• Not used argument in StartWardrobeManager: FString databaseFile
• TilableCreator

Will this work with kinect sdk 1.8?

Seems to be stuck in some function in opencv 3. Currently compiling opencv 3 to have debugging capabilities. -> Is due to thread lock. NEVER INITIALIZE PYTHON OUTSIDE MAIN THREAD!!!

• Compile opencv 3 to debug error
• Realize error
• prevent freezing from happening

how can i build this project for linux

Somehow lighting cannot built. Stuck at ~93%. Sucks especially since red error message is not very nice looking.

• Investigate Lighting

• Acknowledgments
• Preface
• Technical Introduction
• Proof of Concept
  • Python Part
  • Wardrobe Manager
  • Combining C++ and Python
• Deep Learning
  • Deep Learning explained
  • How my CNN works and where I got the training data.
• Outlooks
• Conclusion
• Evaluation

• Better looking UI (If time)
• More fluid UI (if time)
• Better folder structure

Maybe only train using pictures from kinect.

• Write nice interface for saving multiple photos (maybe)
• Create better folder structure
• Create portable version for different BGs and lighting settings (waiting for new macbook)
• Select which T-Shirts, hoodies, jeans and shorts.

Also change in PAPER!!!!

Also rename UE4 project or include notice in appendix!!!!!

• Creating generic runnable for python functions (Handles PyGILState)
• Readding possibility to change Python Dir

Generic Parent class:

• Always ensures ThreadLock (PyGILState_*) in run method

Singleton class controlling all Python Runnables:

• Different threads different priorities
• Shutdown all python threads with one function
• Usual singleton patterns ... (copy stuff from FCategoryPredicting)

the release doesn't work on windows
because the imagemagick dlls are missing, they need to be redistributed, too

• Test on freshly installed Windows machine
• Change Python Path to be loaded dynamically