certainly the meaning-letters play an important role in arabic language, so that the correct understanding of arabic prose and poetry and also the exalted meaning of the holly quran is dependent on knowledge of these letters, their difference and guidance applications. the fundamental and important role of these letters is subject of this research. at the beginning of this paper the following q...

Previous work on novel object detection considers zero or few-shot settings where none few examples of each category are available for training. In real world scenarios, it is less practical to expect that ‘all’ the classes either unseen have few-examples. Here, we propose a more realistic setting termed ‘Any-shot detection’, totally and categories can simultaneously co-occur during inference. ...