Closed wwn1233 closed 3 years ago
Thank you for your appreciation to our work :) We tried two frameworks: TNN and onnxruntime. We use the former one to deploy our models on the mobile phones. But the latter one supports more operations than the former one.
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good。 But how to deploy the correlation operation in your model? Is it a custom op implemented by yourself?
Hi, sorry for the late reply. In LightTrack, we use "pixel-wise correlation" to aggregate features of the template and the search region. We provide two types of implementations, one is by "convolution and for-loop" and the other is by "matrix multiplication". The second one runs much faster than the first one because the computation is quite vectorized. But some frameworks may not support the "matrix multiplication" operation. In this case, you can turn to use the first one (conv+for-loop).
Thanks, Bin
thanks!
很不错的工作,支持; 另外想请教一下 在安卓平台部署的代码使用什么呢 可以分享学习实测一下吗?