Few-Shot Learning in Computer Vision
- Category: Capstone Project
- Class: Data Science Senior Project
- Advisor: Prof. Li Guo
- Date: Spring 2022
- GitHub URL: https://github.com/AlisonYao/few-shot-learning-cv
Description
We reproduced and compared 2 baseline models and 2 baseline_rotation models, tuned hyperparameter, and proposed 2 modified models, with Modified Model 2.0 surpassing surpassing the ProtoNet baseline by ~3% for both 5-shot and 1-shot.