Performance-profiling data for the real-time DeepLabCut project
Latency and accuracy profiling for the real-time DeepLabCut project.
IMPORTANT NOTE
The code reflects the organization of files when the dataset was generated,
and it is very likely that it does not work as-is.
Please change the output path etc. for the code to work properly.
Subdirectories
Generated data, along with the code, can be found on each directory.
- frame-capture contains the code and data used to profile the time spent for capturing a video frame.
- position-estimation contains the code and data used to profile the time spent for the body-part estimation step.
- trigger-output contains the code and data used to profile the time spent for trigger output generation.
- spike2-profiling contains the code and the summary data of the hardware-recorded frame rate and trigger latency.
- realtime-accuracy contains the code and the summary data of computing the real-time accuracy of trigger output generation.