shot-learning 开源项目推荐（13 个）

sudharsan13296 /Hands-On-Meta-Learning-With-Python

使用单样本学习、MAML、Reptile、Meta-SGD 等，并借助 TensorFlow 实现元学习

Duan-JM /awesome-papers-fewshot

少样本学习的集合

BayesWatch /deep-kernel-transfer

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

ahirsharan /MTL-Segmentation

Meta Transfer Learning for Few Shot Semantic Segmentation using U-Net

Deepest-Project /meta-learning-study

Deepest Season 6 Meta-Learning study papers plus alpha

Zero-Shot /Zero-Shot-Learning

A python ZSL system which makes it easy to run Zero-Shot Learning on new datasets, by giving it features and attributes. Used for the paper "Zero-Shot Learning Based Approach For Medieval Word Recognition Using Deep-Learned Features", published in ICFHR2018.

DimosMellios /DarkShotLearning

One Shot Learning with Siamese Neural Networks + Triplet Siamese Neural Networks on Dark Web Images

rootlu /MetaLearning-Papers

Papers on meta-learning

MettaSurendhar /Met-Interact

An Application with interacts with the database using NLP and Langchain

Atharva-Phatak /One-Shot-Art

Using one shot learning to classify paintings

say4n /AutoSIGN

A Signature Validation and Mandate Verification System by using Siamese Networks and One-Shot Learning.

sg-first /Autocorrelation-Sequence-Prediction-Model

Autocorrelation Sequence Prediction Model Based On Reference Function Transformation: Taking Epidemic Prediction As An Example

troyzhangchu /MyCourseProjects

In this repository I list some course projects I did during my undergraduate at the School of Data Science, Fudan University.