45 citations · 52 across the 3 of their papers we have counts for
3 papers
Improved detection of discarded fish species through BoxAL active learning
Maria Sokolova, Pieter M. Blok, Angelo Mencarelli +3
In recent years, powerful data-driven deep-learning techniques have been developed and applied for automated catch registration. However, these methods are dependent on the labelle…
Apple scab detection in orchards using deep learning on colour and multispectral images
Robert Rouš, Joseph Peller, Gerrit Polder +3
Apple scab is a fungal disease caused by Venturia inaequalis. Disease is of particular concern for growers, as it causes significant damage to fruit and leaves, leading to loss of…
Active learning with MaskAL reduces annotation effort for training Mask R-CNN
Pieter M. Blok, Gert Kootstra, Hakim Elchaoui Elghor +3
The generalisation performance of a convolutional neural network (CNN) is influenced by the quantity, quality, and variety of the training images. Training images must be annotated…