object detection model with few shot and active learning

Question

object detection model with few shot and active learning

william007

2021年7月6日 19:57

This video https://youtu.be/60Sk-mq3Cr8, from 0 to 2:00 minutes, mentioned an object detection model that can train on 10 samples and improved over time, what kinds of the latest model out there that can achieve this?

Topic object-detection active-learning computer-vision deep-learning

Category Data Science

David Marx · Accepted Answer · 2021年7月6日 19:57

Try this:

It's an object detection model that also gives you a representation of the thing it detected that's supposed to be generally useful for new downstream tasks. 10 images isn't a lot to work with, but you could definitely try fine tuning with that data and see what happens. Start with the pre-trained weights available in the git repo.

object detection model with few shot and active learning

About