Object proposals have become an integral pre-processing step of many vision pipelines including object detection, weakly supervised discovery, tracking, etc. Compared to the learning-free methods, learning-based popular recently due growing interest in detection. The common paradigm is learn from data labeled with a set regions and their corresponding categories. However, this approach often st...

In recent times Autism Spectrum Disorder (ASD) is picking up its force quicker than at any other time. Distinguishing autism characteristics through screening tests over the top expensive and tedious. Screening of same a challenging task, classification must be conducted with great care. Machine Learning (ML) can perform in this problem. Most researchers have utilized ML strategy to characteriz...

The Arabic Dialect (AD) detection method involves analyzing the matching sound wave for various characteristics that identify speaker’s dialect. Among these features are accent, intonation, stress, vowel length, type, and other acoustic characteristics. Data from different speakers of dialects is usually used in training machine learning algorithms. Based on this data, an algorithm created to a...