Search Results for author: Klaas Dijkstra

Found 4 papers, 0 papers with code

Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards

no code implementations20 Jun 2023 Alexander van Meekeren, Maya Aghaei, Klaas Dijkstra

These findings illustrate the potential of synthetic data generation techniques as a viable alternative to the collection of extensive training data for object detection models.

Object object-detection +3

The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models

no code implementations16 Jun 2023 Roy Voetman, Maya Aghaei, Klaas Dijkstra

This study illustrates the potential of synthetic data generation techniques as a viable alternative to the collection of extensive training data for the training of deep models.

Object object-detection +2

Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation

no code implementations23 Mar 2022 Guillem Martinez, Maya Aghaei, Martin Dijkstra, Bhalaji Nagarajan, Femke Jaarsma, Jaap van de Loosdrecht, Petia Radeva, Klaas Dijkstra

Given the hyper-spectral imaging unique potentials in grasping the polymer characteristics of different materials, it is commonly used in sorting procedures.

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