Replace NumPy with PyTorch for all subsystems

[wdoppenberg]

For convenience, acceleration, and consistency, it is favourable to have all tensor operations written in PyTorch.

It is somewhat limited by PyTorch's ability to handle broadcasted linear algebra compared to NumPy, but
release 1.9 promises a better linalg module.

[Liuk2072]

May I ask how to download SurRender Software, it seems to be not open source

[Liuk2072]

Or do you have an open source ellipse dataset? If there is, can you please send me a copy, thank you very much.

[wdoppenberg]

Or do you have an open source ellipse dataset? If there is, can you please send me a copy, thank you very much.

If you want to do general ellipse detection, I'd recommend you look at https://github.com/wdoppenberg/ellipse-rcnn . It's not perfect yet, but it's a more general implementation of Ellipse-RCNN.

For an open source ellipse detection dataset, look here: http://vis-www.cs.umass.edu/fddb/

[Liuk2072]

Hello, I generate .ckpt file after training, how can I use it to verify my training results？