Image downloads prediction

Project type: Hackathon - individual

Overview

The hackathon challenge is to predict the number of downloads of an image based on the image properties such as iso, exposure time, pixel coverage, etc. and the description of the content in the image, keywords associated with image. In the dataset provided, there was missing data in few columns, outliers in the data, imbalance in the data and the count of image downloads varied significantly if the image was a featured one or not.

Private leaderboard

Datathon Spring 2023 Private leadership board

Public leaderboard

Datathon Spring 2023 Public leadership board