Maniev, Glib2022-07-012022-07-012022http://hdl.handle.net/10062/83054engopenAccessAttribution-NonCommercial-NoDerivatives 4.0 InternationalMachine learningObject detectionData augmentationKnowledge distillationWeighted LossImprovement of small objects detectionThesis