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Jan 2, 20242 min read
Day 38: Categorical and Continuous valued features
One Hot Encoding for Categorical Features In the examples we have seen so far, each of the features could take on only one of two...

Dec 29, 20233 min read
Day 37: Choosing a split: Information Gain
When building a decision tree, the way we will decide what feature to split on at a node will be based on what choice of feature reduces...

Dec 6, 20233 min read
Smart Stylist: A Fashion Recommender System powered by Computer Vision
The live demo of this project is available below: https://smartstylist.streamlit.app Introduction The objective of this project is to...

Nov 30, 20237 min read
Powering Visual Search with Image Embedding
Introduction Within the world of recommendation systems, a significant challenge arises when certain images lack contextual information,...

Nov 24, 20238 min read
Object Detection Model, YOLOv5, on Fashion Images
Introduction The objective of this project is to develop a model to detect and identify fashion objects in images and provide bounding...
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