Pierre Sermanet
PhD student in vision, machine learning and robotics
News | Videos | Software | Publications | Citations | LAGR | Eurobot | Resume
Software

VisionGrader: Open-Source tool to evaluate vision algorithms on standard datasets

  • The visiongrader is a Python tool to automatically score the results of a vision algorithm in ways that are comparable to published results in the vision literature, e.g. producing different kinds of accuracy curves (ROC, DET, etc...) given different kinds of vision outputs (bounding boxes, polygons, etc).

EBLearn: Open-Source Machine Learning C++ Library

  • The eblearn library is a C++ implementation of the machine learning algorithms used in the LAGR project, and in particular the supervised training of convolutional neural networks. It includes demos and tutorials.
Last update: July 12th, 2010