EasyCV
pytorch-metric-learning
| EasyCV | pytorch-metric-learning | |
|---|---|---|
| 2 | 3 | |
| 1,686 | 5,770 | |
| 1.5% | - | |
| 6.2 | 7.9 | |
| 16 days ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | 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.
EasyCV
-
FLaNK Stack Weekly for 20 June 2023
All in One Computer Vision https://github.com/alibaba/EasyCV
-
Researchers from the Alibaba Group added their newly developed ‘YOLOX-PAI’ into EasyCV, which is an all-in-one Computer Vision Toolbox
Continue reading | Check out the paper and github link.
pytorch-metric-learning
-
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.
-
[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
-
[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?
FinGPT - FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
dino - PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
lightly - A python library for self-supervised learning on images.
calibrated-backprojection-network - PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
convolution-vision-transformers - PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers
byol-pytorch - Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch
autogluon - Fast and Accurate ML in 3 Lines of Code
scenic - Scenic: A Jax Library for Computer Vision Research and Beyond