Measuring speed of real vehicle from an angle of camera which is not at 90 degree with respect to road is a challenging problem, we have made an algorithm that uses advanced COSINE CORRECTION for calculation of speed of moving vehicle.
This software was to run on Raspberry Pi but , it doesn’t come with TENSORFLOW AVX2 instructions so we went ahead and converted the model to TFLITE to make it run on edge devices.