Camera calibration

Calibrate a camera and extract the intrinsic and distortion parameters.

Original script and more info can be found here.

Prerequisites

Functions from OpenCV are used to do the calibration. The script will also need numpy to do image processing.

$ pip install numpy
$ pip install opencv-python

Instructions

1. Print out the checkerboard and attach it to a flat surface that doesn't distort the checkerboard.
2. Take images of the checkerboard with your camera from various angles and distances.
   • Save between 10 - 15 images (see examples below).
   • NOTE: In order for the calibration to be compatible with the rdk, take the images by running the camera using the rdk.
3. Run python3 cameraCalib.py YOUR_PICTURES_DIRECTORY
4. Copy-paste the intrinsic_parameters and distortion_parameters into your rdk config.

Example images

Example output

"intrinsic_parameters": {
   "fx": 3347.5897730591887,
   "fy": 3357.346343504132,
   "height_px": 1716,
   "ppx": 1423.2516702442595,
   "ppy": 857.5527662715425,
   "width_px": 2572
 },
 "distortion_parameters": {
   "rk1": 0.23522578742981753,
   "rk2": -2.1964442495635335,
   "rk3": 4.901102139172379,
   "tp1": -0.0014605787360963544,
   "tp2": 0.012912997198465524
 },