PinnedMaciej D. KorzecinTowards Data ScienceImage Recommendations with PyTorch + Flask + PostgreSQL + Heroku deploymentPackaging a PostgreSQL/ PyTorch based image recommender system with Flask, importing data and running it on the Heroku cloud application…14 min read·Aug 29, 2020--2--2
PinnedMaciej D. KorzecinThe StartupThe Core Value of Recommender Systems for Successful Internet EnterprisesAn assessment of the importance of recommender systems8 min read·Oct 31, 2020----
Maciej D. KorzecinTowards Data ScienceA Flask App for Image RecommendationsWebsite prototype for similar image recommendations based convolutional neural networks in PyTorch9 min read·Aug 6, 2020----
Maciej D. KorzecinThe Startup7 Tips for Product Owners From 7 Years of ExperienceWhen it comes to product owning there is no manual that guides you through the creation of successful software. You need to stay curious…8 min read·Jul 26, 2020----
Maciej D. KorzecinTowards Data ScienceRecommending Similar Images Using PyTorchFull transfer learning implementation with Resnet185 min read·Jul 11, 2020----
Maciej D. KorzecinTowards Data ScienceEffortlessly Recommending Similar ImagesUsing features from trained convolutional neural networks to generate comparability9 min read·Jun 27, 2020----