Top 11 Python metric-learning Projects

metric-learning

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• pytorch-metric-learning

  3 5,946 7.4 Python

  The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

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• Person_reID_baseline_pytorch

  2 4,061 8.0 Python

  :bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

• catalyst

  1 3,272 0.0 Python

  Accelerated deep learning R&D (by catalyst-team)

  

  Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

• finetuner

  36 1,462 5.5 Python

  :dart: Task-oriented embedding tuning for BERT, CLIP, etc.

  

• similarity

  7 1,008 5.9 Python

  TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

  

• open-metric-learning

  11 856 8.6 Python

  Metric learning and retrieval pipelines, models and zoo.

  

• quaterion

  4 632 1.7 Python

  Blazing fast framework for fine-tuning similarity learning models

  

• InfluxDB

  www.influxdata.com featured

  Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

  

• hardnet

  1 511 0.0 Python

  Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

• Angular-Penalty-Softmax-Losses-Pytorch

  1 481 0.0 Python

  Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

• sapbert

  1 166 0.0 Python

  [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.

  

• icl-ceil

  1 90 1.7 Python

  [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.

  

Python metric-learning related posts

• Create Your Own Custom Plugins for ChatGPT 🎉 Browse the Web, Execute Code, Use APIs 🛠️

  3 projects | /r/ChatGPT | 28 Mar 2023

• How do you think search will change with technology like ChatGPT, Bing’s new AI search engine and the upcoming Google Bard?

  1 project | /r/singularity | 21 Feb 2023

• Combining multiple lists into one, meaningfully

  1 project | /r/GPT3 | 17 Feb 2023

• speech_recognition not able to convert the full live audio to text. Please help me to fine-tune it.

  1 project | /r/MLQuestions | 17 Feb 2023

• Questions about fine-tuned results. Should the completion results be identical to fine-tune examples?

  1 project | /r/OpenAI | 17 Feb 2023

• [D] Looking for an open source Downloadable model to run on my local device.

  2 projects | /r/MachineLearning | 12 Feb 2023

• Is there a way I can feed the gpt3 model database object like tables? I know we can create fine tune model but not sure about the completion part. Please help!

  1 project | /r/GPT3 | 8 Feb 2023
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