Categories autonomous-driving

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Lessons from training an end-to-end steering network

As a cursory experiment at Lyft Level 5, we trained an end-to-end neural network which takes camera input and steers a vehicle to autonomously navigate through our parking lot. Training data was collected from driving around our parking lot for about 7 hours recording images and steering angles at 10Hz. We built […]