How can i train Faster RCNN with a different backbone other than ResNet-50
(as implemented in this tutorial https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html) ?
Let’s say that i already have a trained CNN
that can classify cats and dogs
how can i make this a backbone
for the Faster RCNN network to detect cats and dogs
.
- How to construct this network ?
- How do i train it?
- Also iI would like to implement my own training loop rather the using the one provided by the PyTorch team ? What would a general training loop for this
model
look like ?