/Fashion-Miner

application of community mining and some algorithm

Primary LanguagePython

Fashion-Miner

⚫ A study based on 58 categories & 2000+ fashion runway photos

⚫ Machine learning: Siamese network and Variational Autoencoder (VAE)

⚫ Comparative analysis: Markov Clustering (MCL) and Girvan-Newman(GN) clustering algorithms

⚫ Records of the influence by different threshold values

⚫ Predict fashion trend

Here is the poster