Project overview
CS-161: Software Project
Instructor: Rob Bruce
Spring 2016
SLIDE 1: CS-161: Goals and Objectives
Create a computer vision pipeline for face detection using:
- systems programming tools
- Postgres relational database management system
- open source software and libraries (GNU/Linux, Postgres, FFMPEG, STASM, OpenCV, Apache, etc.)
SLIDE 2: CS-161 Pipeline Overview
- All tools are command line based
- Each tool writes its output to database
Advantages:
- modular and scalable
- tools can be integrated into a web server
SLIDE 3: Project demo
The video below is an example of what your final project will look like.
Robert Bruce
Research
Courses
Spring 2016, CS-161:
Lectures
- Project overview
- Introduction to Postgres RDBMS
- Programming with the Postgres C API
- FFMPEG and systems programming tools
- OpenCV Haar Cascades
- Drawing with OpenCV
- Delaunay Triangles
Assignments:
- Assignment 1: Database schema
- Assignment 2: Extract still images from video
- Assignment 3: Determine bounding boxes
- Assignment 4: Draw bounding boxes
- Assignment 5: Track pupils
- Assignment 6: Draw pupil crosshairs
- Assignment 7: Determine facial landmarks
- Final assignment: Draw face mesh
Programs:
- db_menu
- example_mkdir
- example_fork_exec_pipe
- example_haar_cascades
- example_draw_opencv
- example_draw_delaunay_triangles
Other
