Competence in research methods is a major contribution to (future) teachers’ professionalism. In the pedagogical approach presented here, which we call Teaching Clinic, combine service-learning and design-based create meaningful learning engagements. We present two cases illustrate objectives, processes, outcomes of projects reflect about both terms service outcomes. This includes discussions h...

One-shot semantic image segmentation aims to segment the object regions for novel class with only one annotated image. Recent works adopt episodic training strategy mimic expected situation at testing time. However, these existing approaches simulate test conditions too strictly during process, and thus cannot make full use of given label information. Besides, mainly focus on foreground-backgro...

This paper describes how these tools (concept map and V diagram) help in improving the standard of learning in the science laboratory. Most of the countries of the third world like Pakistan rely heavily on the parrot fashion learning of facts in science at school level, hence students cannot understand the concepts and unable to solve the everyday life problems. In the light of the work reporte...