Abstract:Machine learning techniques have always been a strong candidate for
solving complex recognition problems. Drone/Bird detection and
classification is one of the most challenging tasks in recent years.
Both drones and birds come in different sizes, velocities, and
behaviors. The lack of bird images and videos is tackled in this work.
Deep learning, classical machine learning techniques such as Support
Vector Machines (SVM) and Random Forest (RF) in addition to shallow
neural network (NN) learning methods are use… Show more
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