Monday, July 20, 2020

PSF GSoC students blogs: Convolutional Neural Networks - Weekly Check-in 8

End of Week 6  - 13/07/2020


What did you do this week?

This week I started working on adding pre-trained Convolutional Neural Networks using the PyTorch Library! I have currently added VGG16 and ResNet18 pre-trained Models and will add more after further discussion with my mentor. 

What is coming up next?

I will work on exposing the optimizing options available in the PyTorch library through DFFML to get the best results using the added models .

Did you get stuck anywhere?

I got a little confused on whether to split the train data into training and validation sets or not. Eventually I went with providing a splitting argument to split train data into validation and training data sets.


Thank you for reading!



from Planet Python
via read more

No comments:

Post a Comment

TestDriven.io: Working with Static and Media Files in Django

This article looks at how to work with static and media files in a Django project, locally and in production. from Planet Python via read...