Sehara_et_al_2021_RealtimeDLC_DataRepository/05_PerformanceProfiling/README.md

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.

1. frame-capture contains the code and data used to profile the time spent for capturing a video frame.
2. position-estimation contains the code and data used to profile the time spent for the body-part estimation step.
3. trigger-output contains the code and data used to profile the time spent for trigger output generation.
4. spike2-profiling contains the code and the summary data of the hardware-recorded frame rate and trigger latency.
5. realtime-accuracy contains the code and the summary data of computing the real-time accuracy of trigger output generation.