Computer Vision With DL/ML for Crime Data Analysis
Koffi Offori · 2024
Crime somewhat, is an illegal act or action which can lead to antisocial or wild behavior in a society.Criminal law interferes in this matter to punish the culprit to vehiculate a message as a beacon torch.Predicting crime comes in between to prevent such illegal actions from happening in the present time.The evolving ratio and the changing methods of crime require different and updated analytic methods to solve and intercept criminals and prevent their deemed ugly intentions.As the availability of datasets continues to rise for the benefit of good use researchers are being called on instinctively on the use of the rising technologies like machine learning, deep learning, and computer vision for a better crime analytic.[1-2] These papers examine the latest developments in machine learning, deep learning, and/or computer vision for crime prediction and how they are being utilized to identify criminal behaviors and prevent them.Figure 1: Relationship between AI, ML, DL, NLP, CV(1) Machine learning, deep learning, and computer vision are subfields of artificial intelligence.Machine learning uses algorithms trained on datasets to create models to empower machines to operate tasks such as analyzing data, and predicting crime.On the other hand, deep learning and computer vision are both subsets