A scientific study on the importance of machine learning and its applications in the field of computer vision is carried
out in this paper. Recent advancements in Artificial Intelligence, deep learning, computing resources and availability of large
training datasets made tasks such as computer vision and natural language processing extremely fast and accurate. Thus
Artificial intelligence is a trending topic in the field of computing. Deep learning is a subcategory of machine learning in the
field of artificial intelligence. Image processing task can be performed efficiently by using machine learning methods, thus
machine learning will provide a better understanding of complex images. Object detection, recognition and tracking are the
fields related to computer vision. In the computer vision with the help convolutional neural network-based algorithms like YOLO
and R-CNN make a big leap in this field. Algorithms based on machine learning models are excellent at recognizing patterns but
typically requires .
