hridkamolbiswas / Identification-of-Van-Gogh-Painting-Images-and-their-Forgeries-using-the-Gabor-filter-bank.

Image classification using Gabor Filter Bank

Image-Classification

Image classification using Gabor Filter Bank

#Pipeline of the project

#Dataset:: VGDB-2016

Here left one is original Van Gogh's painting and right one is fake Van Goghs Painting

##The Gabor Filter bank(24 filter have been used to extract the feature: which gives 24 dimensional feature vector for each image

Performance metric:: F1-score ##Result as a f1-score for each dimension (best result we have got 71.87% for first 21-principal components)