基礎編 ― 深層学習における代表的計量学習手法5選 - Qiita

基礎編 ― 深層学習における代表的計量学習手法5選 深層学習の発展に伴い,単純な「分類(Classification)」ではなく,「埋め込み空間(Feature Space)でのクラス分離」を学習する 計量学習(Metric Learning) が注目を集めています.本記...

Qiita
metric-learn in @scikit_learn-contrib is now available in @condaforge!🥂 Thanks @condaforge team for providing such straightforward contributing process. For those who benefited from such efforts, please consider donating to @NumFOCUS! #metriclearning #PyData
Semi-supervised Local Fisher Discriminant Analysis is available in R! http://goo.gl/ShvVWG #datascience #metricLearning #machinelearning

GitHub - terrytangyuan/lfda: L...
GitHub - terrytangyuan/lfda: Local Fisher Discriminant Analysis in R

Local Fisher Discriminant Analysis in R. Contribute to terrytangyuan/lfda development by creating an account on GitHub.

GitHub
Semi-supervised Local Fisher Discriminant Analysis is available in R! http://goo.gl/ShvVWG #datascience #metricLearning #machinelearning

GitHub - terrytangyuan/lfda: L...
GitHub - terrytangyuan/lfda: Local Fisher Discriminant Analysis in R

Local Fisher Discriminant Analysis in R. Contribute to terrytangyuan/lfda development by creating an account on GitHub.

GitHub
最近のMetric Learningの始め方(コンペを見据えて) - Qiita

Kaggle Advent Calendar 3日目の記事です。今回はKaggleなどのコンペで Metric Learning を試すときにとりあえず最初に実装するコードをまとめました。UMA…

Qiita
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
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
What I'm working on: re-identifying manta rays using deep learning https://knowing.net/posts/2022/11/manta-ray-project/ #ml #pytorch #metriclearning #lowkshot #fastai #marinebio #manta
Re-Identifying Manta Rays

My current project is re-identifying individual manta rays (Mobula alfredi and Mobula birostris) by their distinct belly patterns … er… ventral markings. Every night at two spots on the Big Island of Hawai’i where I live, dive boats shine bright lights that attract plankton. Most nights, the plankton in turn …