To celebrate the precious relationship on the upcoming International Friendship Day, we bring a Deep Learning challenge to you: #FriendshipGoals. The anthropology department of an ivy league school is planning to study the impact of friendship at different life stages. You have been hired as a Deep Learning specialist to assist their team in this project. Your task is to build a Deep Learning model that analyzes an image of a gathering among friends and classifies them into groups of toddlers, teenagers, or adults.
The dataset consists of images belonging to 3 categories namely toddlers, teenagers, or adults.
Opportunity Focus Areas:
Note: College students (if you understand the basics of predictive modeling)
Note: Considering these unprecedented times that the world is facing due to the Coronavirus pandemic, they wish to do our bit and contribute the prize money for the welfare of the society.
Note: Practicing this problem by using unsupervised Machine Learning techniques.
Note: This challenge encourages you to apply your unsupervised Machine Learning skills to build models that classify images into multiple categories
Note: This challenge will help you enhance your knowledge of classification actively. It is one of the basic building blocks of Machine Learning and Deep Learning
Note: Build a predictive model that classifies an image of friends’ gatherings based on their age group.
Note: Prediction File and Source Files (You need to submit a zip or tar archive consisting of a text file explaining your approach, details about feature engineering, tools you used and the relevant source files).