OPINION article Front. Psychol., 18 February 2021 | https://doi.org/10.3389/fpsyg.2021.604803

In this paper we present a technique of NLP to tackle the problem inference relation (NLI) between pairs sentences in target language choice without language-specific training dataset. We exploit generic translation dataset, manually translated, along with two instances same pre-trained model - first generate sentence embeddings for source language, and second fine-tuned over mimic first. This ...

Multiple people detection and tracking is a challenging task in real-world crowded scenes. In this paper, we have presented an online multiple people tracking-by-detection approach with a single camera. We have detected objects with deformable part models and a visual background extractor. In the tracking phase we have used a combination of support vector machine (SVM) person-specific classifie...