Machine Learning for Boosted Jet Classification in High Energy Physics
Jets are clusters of particles. Unsupervised learning Jet classification . Image recognition. Convolutional Nets.  J. R. Vargas, R. M. Cobe, S. F. Novaes, and T. R. Tomei, “Boosted jet identification with machine learning,” in National Meeting of Particle Physics, Passa Quatro-MG, Brazil, September 2017.
Identification of Cars (Brand and Model)
Objectives Explore possible neural architectures to handle the problem of car model identification. Reproduce the results reported in the paper linked here. Datasets The Comprehensive Cars (CompCars) dataset Stanford dataset Tools/Frameworks GoogLeNet Caffe Model. Tensorflow for poets. Expected Results Reproduce accuracy scores reported in the CompCars paper. Deliver…