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Similarity Search Performance Stats #7

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a-desmons opened this issue Mar 9, 2022 · 2 comments
Open

Similarity Search Performance Stats #7

a-desmons opened this issue Mar 9, 2022 · 2 comments

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@a-desmons
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This table shows:

  • Reference image number: The image used in the query
  • Closes Similar Index: The lowest (best) similarity rank of an object with known tidal features
  • Furthest Similar Index: The highest (worst) similarity rank of an object with known tidal features

Attached is the similarity ranking of all objects with known tidal features with reference to the query image.

Total number of samples: 45,128

Reference image number Closest Similar Index Furthest Similar Index
18 229 28089
27 38 28155
45 9 28557
51 916 36261
64 19 28182
80 100 27919
154 746 38588
158 38 28185
166 6 28283

im_ref_18
im_ref_27
im_ref_45
im_ref_51
im_ref_64
im_ref_80
im_ref_154
im_ref_158
im_ref_166

@a-desmons
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Updated after adding random grizy- band blurring of images

Total number of samples: 45,128

Reference image number Closest Similar Index Furthest Similar Index
18 25 30324
27 12 30024
45 17 30701
51 726 40045
64 74 29857
80 42 29759
154 1658 42287
158 4 30737
166 1 30536

im_ref_18
im_ref_27
im_ref_45
im_ref_51
im_ref_64
im_ref_80
im_ref_154
im_ref_158
im_ref_166

@a-desmons
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Cumulative Similarity histograms for each of the reference images above

im_ref_18_hist
im_ref_27_hist
im_ref_45_hist
im_ref_51_hist
im_ref_64_hist
im_ref_80_hist
im_ref_154_hist
im_ref_158_hist
im_ref_166_hist

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