Neural Networks on Allan Eloy Olivitohttps://olivitoallan.space/tags/neural-networks/Recent content in Neural Networks on Allan Eloy OlivitoHugo -- gohugo.ioen-US© 2026 Allan Eloy OlivitoMon, 28 Sep 2026 08:00:00 -0300How much battery does a drone need to fly home?https://olivitoallan.space/posts/how-much-battery-does-a-drone-need-to-fly-home/Mon, 28 Sep 2026 08:00:00 -0300https://olivitoallan.space/posts/how-much-battery-does-a-drone-need-to-fly-home/When an ArduPilot quadcopter is told to return home, how much battery will the trip cost? I trained neural networks, trees and a linear model on 349 simulated flights, and the biggest gains came from telling them how fast the drone really flies home.