Deep Learning Studies

On 13 May 2019 call for cooperation between TUBITAK and QNRF in the field of Academia-Industry Cooperation on Smart Manufacturing project proposal submitted with ARTECS (coordinator), Ankara University, Atılım University, Bewell from Turkey and Qatar University, Gheras Trading&Agricultural Services from Qatar. Project name is ‘‘Robotic Monitoring and Management of Greenhouse Bunch Tomato Production (RoboGreenPro)”.

On the side of Turkey team of RoboGreenPro project preliminary study was launched to increase motivation and collaboration. In the ARTECS company small scale greenhouse is established. Tomato dataset for anomaly detection have created with amateur camera. The dataset is classified in terms of anomaly and anomaly type with the help of Ankara University Agricultural Faculty. Atılım University and Artecs are working on image process and deep learning using this dataset. The aim of this preliminary work is approximately %95 accuracy for image process and plant classification.