Sprint 3 - Defined Objectives

1. Increase Testing

Test more to find better hyper-parameters. Therefore, integrate hyper parameter cross-table.

2. Data Wrangling

Cutting frames from video to account for the two plants. Consider the integration of a color mask.

3. Statistical Analysis

Correlation, lagged correlation. -> Went for starting with happiness indicator.

4. Result Visualization

Depict results in graphs. [Done with Altair.]

5. Group Analysis

Cut video based on sound patterns into sequences to test for interactions (gender, emotional expression). -> Moved to Sprint 4:

6. Operational Improvements

Improve slow video processing (make use of 26GB RAM, process on GPU, make progress of video processing visible).

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