yuhuahu310 / instance-level-object-det

A system that detects an instance of a given reference object in the input image

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

instance-level-object-det

A system that detects an instance of a given reference object in the input image

An example with intermediate results displayed:

  1. Find keypoints and matches

alt text

  1. Given points in the input image, find the bounding box parameters

alt text

  1. Hough Voting

alt text

  1. Use selected keypoints to fit homography with RANSAC

alt text

Some results:

alt text

alt text

alt text

alt text

alt text

alt text

alt text

alt text

alt text

alt text

About

A system that detects an instance of a given reference object in the input image


Languages

Language:Jupyter Notebook 100.0%