@article{(Open Science Index):https://publications.waset.org/pdf/10013462,
	  title     = {Advanced Convolutional Neural Network Paradigms-Comparison of VGG16 with Resnet50 in Crime Detection},
	  author    = {Taiwo. M. Akinmuyisitan and  John Cosmas},
	  country	= {},
	  institution	= {},
	  abstract     = {This paper practically demonstrates the theories and concepts of an Advanced Convolutional Neural Network in the design and development of a scalable artificial intelligence model for the detection of criminal masterminds. The technique uses machine vision algorithms to compute the facial characteristics of suspects and classify actors as criminal or non-criminal faces. The paper proceeds further to compare the results of the error accuracy of two popular custom convolutional pre-trained networks, VGG16 and Resnet50. The result shows that VGG16 is probably more efficient than ResNet50 for the dataset we used.},
	    journal   = {International Journal of Computer and Systems Engineering},
	  volume    = {18},
	  number    = {1},
	  year      = {2024},
	  pages     = {60 - 65},
	  ee        = {https://publications.waset.org/pdf/10013462},
	  url   	= {https://publications.waset.org/vol/205},
	  bibsource = {https://publications.waset.org/},
	  issn  	= {eISSN: 1307-6892},
	  publisher = {World Academy of Science, Engineering and Technology},
	  index 	= {Open Science Index 205, 2024},
	}