A collection of software that I have created, or helped to create:
Deep Horizon Line Estimation: Caffe model and network definitions for estimating the horizon line from a single image. This code accompanies our paper: Horizon Lines in the Wild. (Scott Workman, Menghua Zhai, Nathan Jacobs), In British Machine Vision Conference (BMVC), 2016.
Deep Transient Attribute Estimation: Caffe model and network definitions for estimating transient attributes from a single image. This code accompanies our paper: A Fast Method for Estimating Transient Scene Attributes (Ryan Baltenberger, Menghua Zhai, Connor Greenwell, Scott Workman, Nathan Jacobs), In IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.
Deep Crossview Localization: example code for our ICCV 2015 paper: Wide-Area Image Geolocalization with Aerial Reference Imagery (Scott Workman, Richard Souvenir, Nathan Jacobs), In IEEE International Conference on Computer Vision (ICCV), 2015.
Detecting Vanishing Points using Global Image Context in a Non-Manhattan World: code for our CVPR 2016 paper by the lead author, Menghua “Ted” Zhai.
You are free to use this software for educational purposes or academic research. If you use any of this software please make sure to acknowledge the relevant work. If you intend to use this in a commercial application please contact me.