The web app allowed users to query any public Instagram account get likes prediction of the latest post. The web app shows a line chart for the predictions. The web app uses the random forest model.The model works well with small instagram accounts, but vastly underperformance with big accounts (Ex. >30000 Followers). This work was done during my Bachelor Thesis. You can learn more about the model by checking out my thesis.
- Date: 2018
- Period: 6 Months
- Data: 140k Images with Metadata (Likes,Followers etc)
- Tools:Scikit-Learn, Tensorflow, Pandas, NLTK
- Webapp: Flask & Vue.js