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wbia_pie_v2

Orientation detection results and evaluation

Quantitative results

Cropped whale shark test set contains 333 unique spot patterns. Each pattern have from 2 to 5 sightings. During evaluation, each image is matched against the rest so each query image has at most 4 matches.

Accuracy

Accuracy of retrieval 1-vs-all is reported. Rank-k means that a correct match is returned within top-k predictions.

Dataset Rank 1 Rank 5 Rank 10 Rank 20
Whale shark cropped 81.5% 89.5% 91.7% 94.7%
Whale Grey 69.5% 81.4% 85.3% 90.2%
Wild horse 32.8% 53.4% 63.9% 71.8%

Qualitative results

First image in each row is a query image. The next five images are the top-5 retrieved matches from the test set.

Green border - correct match, red border - incorrect match.

Whale Shark cropped

../examples/000000000019_0.jpg
../examples/000000000050_0.jpg
../examples/000000000104_0.jpg
../examples/000000000127_0.jpg
../examples/000000000142_0.jpg
../examples/000000000182_0.jpg

Whale Grey

../examples/000000000004_0.jpg
../examples/000000000013_0.jpg
../examples/000000000022_0.jpg
../examples/000000000025_0.jpg
../examples/000000000027_0.jpg
../examples/000000000047_0.jpg

Wild horse

../examples/wh_000000000005_0.jpg
../examples/wh_000000000015_0.jpg
../examples/wh_000000000020_0.jpg
../examples/wh_000000000022_0.jpg
../examples/wh_000000000040_0.jpg
../examples/wh_000000000057_0.jpg
../examples/wh_000000000067_0.jpg