st1nger 
🏴☠️ 
#DeepFace is a lightweight face recognition and facial attribute analysis (age, gender, emotion and race) framework for #python It is a hybrid face recognition #framework wrapping state-of-the-art models: VGG-Face, #FaceNet, #OpenFace, #DeepFace, #DeepID, #ArcFace, Dlib, SFace and #GhostFaceNet https://github.com/serengil/deepface
Larry O'BrienTentative 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