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| author | nunzip <np.scarh@gmail.com> | 2018-12-10 16:33:11 +0000 |
|---|---|---|
| committer | nunzip <np.scarh@gmail.com> | 2018-12-10 16:33:11 +0000 |
| commit | 62a695d43a2b64295ec718826cc7a33e39e983e2 (patch) | |
| tree | c8a6429de3db4ee9875a5b49da4c882e8170b529 /report2/metadata.yaml | |
| parent | b9bc3e045e1244183b76682a5f4be2c3e693d517 (diff) | |
| parent | 8874aec6c05402f05b2b01b8b907dd8f8468719d (diff) | |
| download | vz215_np1915-62a695d43a2b64295ec718826cc7a33e39e983e2.tar.gz vz215_np1915-62a695d43a2b64295ec718826cc7a33e39e983e2.tar.bz2 vz215_np1915-62a695d43a2b64295ec718826cc7a33e39e983e2.zip | |
Merge branch 'master' of git.skozl.com:e4-pattern
Diffstat (limited to 'report2/metadata.yaml')
| -rwxr-xr-x | report2/metadata.yaml | 7 |
1 files changed, 6 insertions, 1 deletions
diff --git a/report2/metadata.yaml b/report2/metadata.yaml index 467efb6..f35d6aa 100755 --- a/report2/metadata.yaml +++ b/report2/metadata.yaml @@ -7,6 +7,11 @@ numbersections: yes lang: en babel-lang: english abstract: | - + This report analyses distance metrics learning techniques with regards to + identification accuracy for the dataset CUHK03. The baseline method used for + identification is Eucdidian based Nearest Neighbors based on Euclidean distance. + The improved approach we propose utilises Jaccardian metrics to rearrange the NN + ranklist based on reciprocal neighbours. While this approach is more complex and introduced new hyperparameter, significant accuracy improvements are observed - + approximately 10% increased Top-1 identifications, and good improvements for Top-$N$ accuracy with low $N$. ... |