/AnalyzingCombinedDegradations

Official repository of the paper "Analyzing the Effect of Combined Degradations on Face Recognition"

Primary LanguagePython

AnalyzingCombinedDegradations

Official repository of the paper "Analyzing the Effect of Combined Degradations on Face Recognition"

deg_analysis.py is the Python file in which the trials are made. The code is derived from https://github.com/deepinsight/insightface/blob/master/recognition/arcface_torch/eval/verification.py. Moreover, the LFW dataset's binary file and the used ArcFace model's weight also found at the same repository (https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch).

trials.zip holds the outputs of all the trials. In addition to the results presented in the paper, cosine distances between the original and degraded images can also be found.