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:rss: Qiita - 人気の記事 @[email protected] · 2025-07-27 · 10:08 UTC

基礎編 ― 深層学習における代表的計量学習手法５選
https://qiita.com/syunki_tacase/items/19c08bf92aa00c4ab617?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items

#qiita #機械学習 #DeepLearning #AI #画像認識 #MetricLearning

#qiita #機械学習 #deeplearning #ai #画像認識 #metriclearning

Larry O'Brien @[email protected] · 2023-10-01 · 18:52 UTC

Chewed through this new manta imagery easily. "MRR" == Mean Reciprocal Rank == 1 / "How many guesses you need to get it right." A score of 1.0 (as I achieve with a bunch of mantas) means that when you see a new image of a known manta, you identify it properly every time. #PTML #SubCenterArcFace #MetricLearning #ML

#ptml #subcenterarcface #metriclearning #ml

Larry O'Brien @[email protected] · 2023-10-01 · 18:52 UTC

Chewed through this new manta imagery easily. "MRR" == Mean Reciprocal Rank == 1 / "How many guesses you need to get it right." A score of 1.0 (as I achieve with a bunch of mantas) means that when you see a new image of a known manta, you identify it properly every time. #PTML #SubCenterArcFace #MetricLearning #ML

#ptml #subcenterarcface #metriclearning #ml

Larry O'Brien @[email protected] · 2023-04-05 · 17:12 UTC

Tentative conclusion: I’m not going to get the minimum number of photos I need to reidentify a #mantaray below about a half-dozen. Once I have that few k-shot I get good results but I’m just not getting a “general model of how to tell one manta from another.” #MetricLearning #ArcFace #SubcenterArcface #Reidentification #LowKShot