IvLabs / autonomous_stair_climbing_robot_v1

Deep Learning and Computer Vision based pipeline for alignment of a robot with stairs
http://www.ivlabs.in/autonomous-multi-storey-surveillance-robot.html
34 stars 8 forks source link
deep-learning robotics ros yolov3

Autonomous Stair Climbing

The stair_detection folder contains a Python wrapper (courtesy of madhawav) modified for our Stair Detection task. Weights of tiny-YOLOv3 trained for this specific purpose are also provided in the same folder.

The annotated dataset used for training and evaluation can be found at this link.