Most accurate model for visitor counting

oljo

Which model is best, most accurate, for counting visitors in a room that can be run on a Raspberry Pi and OAK-1 camera.

I have tested the Gen2 People tracker, but I think it misses a bit when there are visitors who walk close behind each other and sometimes also if they have a backpack.

In the demo that is available, the camera is mounted straight from above, but I have my camera mounted slightly diagonally from the front. Does it matter?

Thanks

jakaskerl

oljo

oljo I have tested the Gen2 People tracker, but I think it misses a bit when there are visitors who walk close behind each other and sometimes also if they have a backpack.

You would need a bigger model with a higher accuracy. But it will likely run slower.

oljo In the demo that is available, the camera is mounted straight from above, but I have my camera mounted slightly diagonally from the front. Does it matter?

It matters if the model was trained on images from above. In those cases the accuracy of predictions when tilted is lower.

Thanks,
Jaka