WilameGenerative AI in Fashion and Retail: Visualizing Products and TrendsFashion is a dynamic and ever-evolving industry driven by creativity and the pursuit of the next big trend. Designers constantly seek…4 min read·Jul 13, 2023----
WilameEnhancing Idea Generation and Refinement with Chat GPT and Stable DiffusionIn creative thinking and problem-solving, idea generation and refinement are crucial processes that foster innovation and progress…5 min read·Jul 10, 2023--1--1
WilameinAnalytics VidhyaLanguage, word embeddings and brands: using Natural Language Processing to pierce fashion bubblesWord embeddings are useful not only to traditional NLP tasks, but also to capture context, signification shift and brand alignment.6 min read·Dec 6, 2019----
WilameinThe StartupAnonymize facial data on video: blur people’s faces using OpenCVThere’s a lot of hype about object detection. Computer vision has become the new quest in Fashion industry.·6 min read·Oct 9, 2019--1--1
WilameinTowards Data ScienceHow to label text for sentiment analysis — good practisesHave you ever started a sentiment analysis or other text classification task only to see that you are not getting good results?5 min read·Feb 8, 2019--5--5
WilameWhy is removing stop words not always a good ideaRemoving stop words is a difficult choice. You should not remove them every time. But when is this step really necessary?3 min read·Jan 22, 2019--3--3
WilameUsing Machine Learning and Rasa to predict the best gift to someoneHere’s how I build a bot able to predict the best gift to someone based on the person’s description.4 min read·Dec 7, 2018----
WilamespaCy basic features: comparing performance for Portuguese, French and EnglishspaCy is a great tool for NLP. The open source library is free, fast and easy to use.4 min read·Nov 19, 2018----
WilameHow to easily structure unstructured e-commerce data with Rasa NLULet’s use Rasa NLU to find prices and evaluations of products available on Amazon.6 min read·Oct 29, 2018--1--1
WilameMultivariable sentiment analysis with FeatureUnionLet’s use FeatureUnion on a Sentiment Analysis problem. This is useful if you need to add extra variables to make better predictions.4 min read·Oct 22, 2018--1--1