The forensic analysis of fire debris samples provides crucial support for fire investigation. The current standard method, ASTM E1618-19, makes use of gas chromatography/mass spectrometry (GC/MS) to identify and classify the presence of ignitable liquid (IL) residues in a debris sample…
In this work, we leverage transfer learning with a pre-trained convolutional neural network (CNN), specifically GoogLeNet, to develop a classification model for gasoline samples…