I completed lesson 1 and used the lesson 2 download notebook.
I downloaded images of different types of racing car;
- Formula 1
- Formula E
These cars look very similar and so I thought it would be a good challenge for resnet34 to classify.
After around an hour of work I got to around 80%
The result is not bad, but the data could be a lot cleaner. I also suspect that increasing size of dataset would help.
I did all the work on my custom built linux machine at home with a threadripper CPU and an Nvidia 1080.
I used a batchsize of 32.