Coronal jets identification using Deep Learning as Image and Video Object Detection

Jaggi, MartinJoliat, Adrien2024-06-122024-06-122024-06-122024-06-12https://infoscience.epfl.ch/handle/20.500.14299/208509This report presents a study on the development and application of a Region-based Convolutional Neural Network, Faster RCNN and a more complex one, TransVOD, to locate solar coronal jets using data from the Solar Dynamic Observatory (SDO). The study focus on jet detection on image and video.Solar JetsFaster RCNNTransVODComputer VisionMachine LearningVideo Object DetectionSolar FlaresSolar PhysicsCoronal jets identification using Deep Learning as Image and Video Object Detectionstudent work::semester or other student projects