Essays about: "detectron2"

Found 2 essays containing the word detectron2.

1. 1. Alternative Solution to Catastrophical Forgetting on FewShot Instance Segmentation

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Juan Álvarez Fernández Del Vallado; [2021]
   Keywords : Machine learning; big data; transfer learning; computer vision; instance segmentation; object detection and data transformations.; Maskininlärning; stora datamängder; datorseende; instanssegmentering; objektdetektering; detectron2; instanssegmentering med få bilder och datatransformationer.;

   Abstract : Video instance segmentation is a rapidly-growing research area within the computer vision field. Models for segmentation require data already annotated, which can be a daunting task when starting from scratch. Although there are some publicly available datasets for image instance segmentation, they are limited to the application they target. READ MORE

3. 2. Improving Situational Awareness in Aviation: Robust Vision-Based Detection of Hazardous Objects

   University essay from Mälardalens högskola/Akademin för innovation, design och teknik

   Author : Alexandra Levin; Najda Vidimlic; [2020]
   Keywords : Object Detection; Custom Data Set; Faster RCNN; ResNet-50-FPN; Aviation; Situational Awareness;

   Abstract : Enhanced vision and object detection could be useful in the aviation domain in situations of bad weather or cluttered environments. In particular, enhanced vision and object detection could improve situational awareness and aid the pilot in environment interpretation and detection of hazardous objects. READ MORE