Research Reports

Experiment 1- (Part 1) Analysis of Comments

This post explains the model trained for classification of videos as depressive. It also discusses the data collection methodology and various other models that we experimented with.

Experiment 1- (Part 2) Analysis of Video

In this post, the CES-D score calculation along with the analysis of comments is discussed. We talk about our evaluation methodology and results produced by the classifier in a real-life setting.

Experiment 2- Affect Prediction in Video

Calculation of Arousal Valence values from a video is discussed here. We talk about our proposed approach for prediction of arousal valence, the dataset used and the results form various experiments performed.

Terminologies

Here, we provide a detailed explaination of jargons and terminologies used.


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