I am currently working on a project to count the number of planes flying over my house, I leave near to the airport. I trained my model with a huge variety of pictures of planes from internet, plus the ones I took from my toys, and it works pretty damn well at a short distance using toys. I trained it with 2000 pictures, 200 epochs on Google Colab (because my nano would have taken a week to do so). However, it is not capable to recognize planes flying through the sky and I reckon the problem is the webcam I am using.
Do you have any recommendation regarding long range distance cameras for jetson nano?
Thanks for answering mate! Nop, exactly the other way around coz I would need a narrow angle camera in order to see a longer distance. As far as I know, fish eye is about 180° wide.
Thanks tho!!
Just an aside, the IMX477-based Raspberry Pi HQ camera has support for C- and CS-mount lenses, so could could find an appropriate lens for your application. The camera partners will also have high-quality options available should you find a lens you like.