How to convert MMdetection model to PyTorch?

[nikitaSisikin]

After training an object detction model (e.g., Faster R-CNN or YOLO) using MMDetection, is there an optimal way to convert my .pth model to a standard PyTorch model, or should I rebuild it manually, layer by layer, and then load the weights?