Precise Single-stage Detector

no code implementations • 9 Oct 2022 • Aisha Chandio, Gong Gui, Teerath Kumar, Irfan Ullah, Ramin Ranjbarzadeh, Arunabha M Roy, Akhtar Hussain, Yao Shen

There are still two problems in SDD causing some inaccurate results: (1) In the process of feature extraction, with the layer-by-layer acquisition of semantic information, local information is gradually lost, resulting into less representative feature maps; (2) During the Non-Maximum Suppression (NMS) algorithm due to inconsistency in classification and regression tasks, the classification confidence and predicted detection position cannot accurately indicate the position of the prediction boxes.

object-detection Object Detection +1

SQL and NoSQL Databases Software architectures performance analysis and assessments -- A Systematic Literature review

no code implementations • 14 Sep 2022 • Wisal Khan, Teerath Kumar, Zhang Cheng, Kislay Raj, Arunabha M Roy, Bin Luo

Also, the mixed model is followed by each category of NoSQL Databases.