Using Open Source Libraries in the Development of Control Systems Based on Machine Vision - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2020

Using Open Source Libraries in the Development of Control Systems Based on Machine Vision

Vasiliy N. Kruglov
  • Fonction : Auteur
  • PersonId : 1132726

Résumé

The possibility of the boundaries detection in the images of crushed ore particles using a convolutional neural network is analyzed. The structure of the neural network is given. The construction of training and test datasets of ore particle images is described. Various modifications of the underlying neural network have been investigated. Experimental results are presented.
Fichier principal
Vignette du fichier
496591_1_En_7_Chapter.pdf (2.63 Mo) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03647274 , version 1 (20-04-2022)

Licence

Identifiants

Citer

Vasiliy N. Kruglov. Using Open Source Libraries in the Development of Control Systems Based on Machine Vision. 16th IFIP International Conference on Open Source Systems (OSS), May 2020, Innopolis, Russia. pp.70-77, ⟨10.1007/978-3-030-47240-5_7⟩. ⟨hal-03647274⟩
31 Consultations
24 Téléchargements

Altmetric

Partager

More