yuhattor / handson-cntk-fastrcnn

to deploy web API with Fast R-CNN model.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

CNTK Web Deploy Sample

You can deploy CNTK evaluation API solution with Fast R-CNN model.

Notes: It's necessary to prepare selective search API if you want to deploy an interactive API. Nowadays, models trained by python can be deployed as Web API by using C#. However, it's necessary to get ROIs value to evaluate the image. Rois can be got by using Selective Search or the like, but we don't have good way to use it in C#. Therefore, in this web API, you have to post with these parameters. url : image url. rois : rois values. The format of rois should be "0 0 0 0 0 0 ... 0". The parameter length must be match the requirement of your pre-trained model.

Thank you, Yuki

About

to deploy web API with Fast R-CNN model.


Languages

Language:C# 95.1%Language:HTML 4.8%Language:ASP 0.2%