Meta Learning is a recent advancement in the field of machine learning where we increase a level of abstraction and start 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻.
This helps us train neural networks with almost no data. In this project you shall first learn about the principles and applications of machine learning. Thereafter you shall understand the fundamentals of meta learning, i.e learning to learn. You will finally build a Few Shot image recognition network.
Preferred Skills : Inclination to Statistics, enthusiasm to learn The proposal must contain your skills and describe incidents which showcase your analytical skills.
|Week Number||Tasks to be Completed|
|Week 1||Python and Basics of Machine Learning|
|Week 2||Learn deep learning frameworks|
|Week 3||Meta Learning and Implement Few Shot Image Classification and Image Recognition Network|
|Week 4||Read up the paper Model Agnostic Meta Learning and Implement it|
|Week 5||Complete and Document Everything|