Sprint 4 - Defined Objectives
Result Overview
Initial Overview
1. Increase Testing
- Outsource to friends via deploying product on a web page (and incentivize on German / English Blog article).
2. Algo Improvements
- Dismantle OpenCV Algorithm and try different setups: e.g., adaptive mask thresholding
- Consider integrating colour mask. J is not satisfied.
3. Statistical Analysis
- Support Happiness statement by including vertical/lateral movement of plant.
- Also integrate the MFCC sounds into result.
4. Result Visualization
- Depict results in graphs in multiple ways. Figure out what makes sense.
5. Operational Improvements
- Create a progress bar.
- Read about OpenCV and Multi-Threading
Non-project related
- Progress on Fluent Python (fundamentals in Python book): in Progress.
Links
Project
- Development Files: Private Git with Latest Development
- Public Files: Public Git with Video footage
Helpful Resources/Explanations
- Dilation and Erosion
- Mask Thresholding
- Contour Feature
- Plotting with Altair
- Plotting Peak Width with SciKit Learn
- Smoothing Time Series
- Peak Detection