• Deep Active Learning for Autonomous Perception 

      Singh, Navjot; Hukkelås, Håkon; Lindseth, Frank (Chapter, 2020)
      Traditional supervised learning requires significant amounts of labeled training data to achieve satisfactory results. As autonomous perception systems collect continuous data, the labeling process becomes expensive and ...
    • Deep Active Learning for Autonomous Perception 

      Singh, Navjot (Master thesis, 2020)
      Tradisjonell veiledet læring krever betydelige mengder med annotert treningsdata for å oppnå tilfredsstillende resultater. Ettersom autonome persepsjonssystemer samler inn data kontinuerlig blir annoteringsprosessen meget ...