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  1. Vacant and occupied parking slots have been successfully classified
    by the trained deep classifier in both examples and are marked with inexperienced and purple BBs, respectively.
    Once the parking slots positions are decided in the input image, each detected parking slot is categorized as occupied or vacant utilizing a
    specifically educated ResNet34 deep classifier.
    Trained classifier achieves excessive accuracy in parking slot occupancy classification. The shortage
    of parking space is very pronounced in crowded urban areas the
    place the available parking area is in high demand all through
    the entire day. Furthermore, KNN filtering reveals a excessive performance
    improvement in FBMS with multiple target objects, demonstrating that by sampling options, it may
    possibly successfully extract generalized options for multi-objects by slot attention. Random:
    The active learning method with random sampling
    strategy. However, our methodology has a number of vital differences:
    1) we introduce a novel structure for bidirectional joint a
    number of intent detection and slot filling;
    2) we make use of supervised contrastive studying and
    self-distillation to prepare the proposed joint mannequin effectively.

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  15. Great article. It is quite unfortunate that over the last 10 years, the travel industry has already been able to to deal with terrorism, SARS, tsunamis, flu virus, swine flu, as well as first ever entire global economic downturn. Through it all the industry has proven to be robust, resilient and dynamic, discovering new strategies to deal with trouble. There are constantly fresh troubles and the possiblility to which the marketplace must all over again adapt and react.

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