Projects 2023/2024 Winter
A Comparison Between Aphid Detection Methodologies
Potato virus Y (PVY) [1], transmitted primarily by aphids, induces deleterious effects on potato plants.…
Projects 2023/2024 Summer
Few-Shot Class Incremental Learning for Insects Classification
Agricultural productivity is heavily impacted by pests such as aphids, which cause significant crop damage…
Projects 2023/2024 Winter
Comparative Analysis of CNNs and Vision Transformersfor Insect Clustering
Timely detection of aphids is critical for effective pest control in agriculture to prevent the…
Projects 2022/2023 Summer
Automated Classification of Building Defects Using Machine Learning Techniques
We propose an automated classification approach using CNNs to detect and classifybuilding components. Aerial images…
Master
Aphid Recognition using Multi-Scale Feature Representations with Vision Transformers
In this paper, Multi-Scale and Single-Scale architectures were evaluated to improve the classification of aphids…