Essays about: "Josef Haddad"

Found 2 essays containing the words Josef Haddad.

1. 1. Data Synthesis in Deep Learning for Object Detection

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Josef Haddad; [2021]
   Keywords : Deep Learning; Computer vision; Object detection; Synthetic data; Domain Adaptation; Machine Learning; Djupinlärning; Datorseende; Objektdetektion; Syntetiskt data; Domänadaption; Maskininlärning;

   Abstract : Deep neural networks typically require large amounts of labeled data for training, but a problem is that collecting data can be expensive. Our study aims at revealing insights into how training with synthetic data affects performance in real-world object detection tasks. READ MORE

3. 2. Unsupervised anomaly detection in time series with recurrent neural networks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Josef Haddad; Carl Piehl; [2019]
   Keywords : ;

   Abstract : Artificial neural networks (ANN) have been successfully applied to a wide range of problems. However, most of the ANN-based models do not attempt to model the brain in detail, but there are still some models that do. An example of a biologically constrained ANN is Hierarchical Temporal Memory (HTM). READ MORE