Here, you can find Part 2, with all the steps required to build and run Detectron on Windows 10. If you find out any improvements, please let me know. There are for sure better ways to handle some of the fixes and changes, but I hadn't enough time to dig deeper into them. Plan at least 1 day of work, to prepare your build environment. This post, divided in 2 parts, is a step-by-step guide on how I did it, hoping it can help other people with the same need. It is possible to build Caffe2 for Windows, and a guide is provided, but if you need to use Detectron ( not supported on Windows, officially), it is a bit more complicated and some changes in the source code and in the build scripts are required.Īfter many long frustrating days of trial and error, failed builds and scraping ideas and suggestions about fixing issues from GitHub discussions and blog posts (thanks to Mianzhi Wang for this guide), I came up with an updated, clean and reproducible way to build Caffe2 and Detectron on Windows, supporting CUDA 9 or CUDA 10. They are actively developed on Linux, but I needed to have them run on Windows 10 with CUDA GPU support. In the last couple of weeks, I had the need to test and use some custom models made with Caffe2 framework and Detectron.
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