To collect datasets for training, MSVD video caption datasets were used. First, the Part-Of-Speech (POS) tag function in Natural Language Toolkit (NLTK) was used to separate nouns and verbs, while plural nouns and tenses of verbs, past, continuous, and so on, were converted back to their...
This paper presents an automatic video genre classification system, which utilizes several low level audio-visual features as well as cognitive and structural information, and in case of web videos tag-based features, to classify the types of TV programs and YouTube videos. Classification is ...
Event detection is commonly applied to homogeneous datasets of a single type such as time series, textual content, audio and video recordings, geographic coordinates, images, or social interactions. Such unimodal detection aims to retrieve either specific events by matching a query to a pattern or ...
such as a multi-view active learning framework for automatic video annotation [17]. A movie tag prediction algorithm was proposed to segment movies according to the predicted tags and to predict relevant tags for movies [21]. However, if the user has not rated a sufficient number of movies,...
The video caption is output by the generator algorithm of NLP [1]. At present, the field of video captioning has a variety of application prospects. In the urban road scene, a video caption can report the vehicle driving environment and the interaction between objects in the traffic location ...
For example, more than 500 h of video were uploaded to YouTube every minute in 2019. The pervasive use of social media has produced significant amounts of material on conversations, text, audio, and video; these represent an important source of data due to their huge sizes, the variety of...
VTP(Video, text) pairs27M short videos~22 seconds/video on average0.03 Flamingo's vision encoder Flamingo first trains a CLIP-like model from scratch using contrastive learning. This component only uses the 2 (image, text) pair datasets, ALIGN and LTIP, totaling 2.1B (image, text) pairs. ...
Video Video Playback Development Image Image Development Security Permissions Access Control Overview Access Control Development Available Permissions User Authentication User Authentication Development Overview User Authentication Development Key Management HUKS Overview HUKS Development connectivi...
Comparing then the original video ‘tag0123’ on the left-hand side with the original video ‘bild0127ukraine’ on the right-hand side allows us to illustrate the generalisations suggested above concretely in the data. The data entries for these two videos concerning their use of narrative ...
Tag Archives: multimodal analgesia I had the privilege of co-chairing the2021 Pain Summit hosted by American Society of Anesthesiologists (ASA). In the months preceding the summit, ASA physician volunteers and staff as well as representatives from 14 other surgical specialty and healthcare ...