{"data":{"site":{"siteMetadata":{"title":"Project blog by Stefan Sietzen","subtitle":"Stuff I did in my spare time and for university."}},"allMarkdownRemark":{"edges":[{"node":{"fields":{"slug":"/posts/siamese-tracking/","categorySlug":"/category/project/"},"frontmatter":{"title":"Siamese multi object tracking","date":"2018-02-24T23:46:37.121Z","category":"Project","description":"During an internship at MoonVision GmbH I was tasked with researching the potential of siamese tracking for an internal project. I adapted an existing TensorFlow implementation to be able to handle multiple objects instead of just one. I also created the visualization of a heatmap displaying the location probability of the object to track. This required a deep adaption of the architecture, introducing a fourth dimension into the three dimensional computation graph, but provided valuable insight into the details of this powerful architecture."}}}]}},"pageContext":{"isCreatedByStatefulCreatePages":false,"tag":"Object Tracking","currentPage":0,"postsLimit":16,"postsOffset":0,"prevPagePath":"/tag/object-tracking","nextPagePath":"/tag/object-tracking/page/1","hasPrevPage":false,"hasNextPage":false}}