The performance of the reactive obstacle avoidance was tested on real objects in a hardware in the loop (HIL) setup. In our approach the disparity image is calculated on Xilinx Ultrascale+ FPGA and transformed into U-map and V-map. The images are filtered and waypoints are estimated. The application runs in the DJI Simulator.