Generative Adversarial Networks (GANs) for Image Augmentation in Farming: A Review

Z ur Rahman, MSM Asaari, H Ibrahim, ISZ Abidin… - IEEE …, 2024 - ieeexplore.ieee.org
Enhancing model performance in agricultural image analysis faces challenges due to
limited datasets, biological variability, and uncontrolled environments. Deep learning …

Deep learning for freshness categorisation in sustainable agricultural supply chains: a focus on quality assessment of fruits and vegetables

Y Bahaddou, L Tamym, L Benyoucef - Supply Chain Forum: An …, 2024 - Taylor & Francis
Ensuring the freshness of fruits and vegetables in a sustainable agricultural supply chain
network (SASCN) presents complex challenges that require integrated solutions with …

Performance of vision transformer and swin transformer models for lemon quality classification in fruit juice factories

S Dümen, E Kavalcı Yılmaz, K Adem… - European Food Research …, 2024 - Springer
Assessing the quality of agricultural products holds vital significance in enhancing
production efficiency and market viability. The adoption of artificial intelligence (AI) has …

Achieving High Accuracy in Lemon Quality Classification: A Comparative Study of Deep Learning and Transformer Models

S Dümen, EK Yılmaz, K Adem, E Avaroglu - 2023 - researchsquare.com
Agricultural product quality assessment is important for the efficiency and marketability of
production. Quality assessment improves industry standards, increasing sales and reducing …

Machine Vision based automated 3-DOF Articulated Robot for fruit defect Identification and Segregation

S Ramkumar, K Venusamy, A Eswaran… - 2023 14th …, 2023 - ieeexplore.ieee.org
The automation scenario in the current industrial as well as domestic applications has seen
an exponential growth over the decade. Robot plays an important role in industrial …