CEBRA
pytorch-metric-learning
| CEBRA | pytorch-metric-learning | |
|---|---|---|
| 5 | 3 | |
| 844 | 5,785 | |
| 2.4% | - | |
| 7.7 | 7.9 | |
| about 1 month ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CEBRA
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What are the best AI tools you've ACTUALLY used?
Cebra AI: An AI-powered customer service platform.
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GPT-4 Week 7. Government oversight, Strikes, Education, Layoffs & Big tech are moving - Nofil's Weekly Breakdown
Cebra - Researchers were able to reconstruct what a mouse is looking at by scanning its brain activity. The details of this are wild, they even genetically engineered mice to make it easier to view the neurons firing [Link]
- Learnable latent embeddings for joint behavioural and neural analysis
pytorch-metric-learning
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Similarity Learning lacks a framework. So we built one
Not a full featured framework, but pytorch-metric-learning has data loaders, lossess, etc. to facilitate similarity learning: https://github.com/KevinMusgrave/pytorch-metric-learning
Disclaimer: I've made some contributions to it.
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[R][D] VAE Embedding Space - Can we force it to learn a metric?
You can use the triplet loss together with the Gaussian prior. It will be zero centered though and the clusters are not as separated when you use the triplet loss only.There are many alternative to the triplet loss, in case it needs to be a metric: https://github.com/KevinMusgrave/pytorch-metric-learning
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[D] Similar Image Retrieval
This repo provides the tools and examples needed to build such a model: https://github.com/KevinMusgrave/pytorch-metric-learning
What are some alternatives?
chatGPTBox - Integrating ChatGPT into your browser deeply, everything you need is here
dino - PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
lightly - A python library for self-supervised learning on images.
babyagi-ui - BabyAGI UI is designed to make it easier to run and develop with babyagi in a web app, like a ChatGPT.
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
quaterion - Blazing fast framework for fine-tuning similarity learning models
byol-pytorch - Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
autogluon - Fast and Accurate ML in 3 Lines of Code
vectorrvnn - Data Driven method for hierarchical grouping of paths in Vector Graphics.
simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch