pulp-platform / pulp-dronet

A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP
Apache License 2.0
500 stars 163 forks source link

Evaluation for EVA, RMSE, Acc, F1 #15

Closed Yingxiu-Chang closed 2 years ago

Yingxiu-Chang commented 2 years ago

Hello @LorenzoLamberti94, I recently reviewed your pulp-dronet-v1 which is really interesting. However, I have some questions about how did you eveluate your results (i.e., EVA, RMSE, Acc, F1)? I ran the code based on https://github.com/pulp-platform/pulp-dronet, and saw the results as 16-bit fixed point as:

Result[steer][coll]:    134 -23937
Result[steer][coll]:    147 -25122

But the EVA, RMSE, Acc and F1 requires float point to calculate. I'll be really appreciate if you can help with my question. Yingxiu Chang