ISSS608 2017-18 T3 Assign Tan Yong Ying Task 2 Insights

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Bird TYY.png VAST Challenge 2018: Suspense at the Wildlife Preserve

Overview

Data Overview and Cleaning

Application Design

Task 1 Insights

Task 2 Insights

Conclusion


Task 2 Insights

Turn your attention to the set of bird calls supplied by Kasios. Does this set support the claim of Pipits being found across the Preserve? A machine learning approach using the bird call library may help your investigation. What is the role of visualization in your analysis of the Kasios bird calls? Please limit your answer to 10 images and 1000 words.

  1. Step 1: Look at the heatmap summary of mean frequency spectra comparison and shortlist a few test files with low frequency offset against the Rose-crested Blue Pipit.
  2. Step 2: Compare the spectrograms of the shortlisted test files against the spectrograms of the known species.
  3. Step 3: Refer to Where are the test birds? tab to compare where the suspected test files are recorded against the historical intensity of Rose-crested Blue Pipit.

Banner image credit to: Marshal Hedin