Facial detection and recognition using OpenCV and libfacerec
This is a basic template for my class project - modules are being written
require 'know-this'
puts 'The project is in its infancy!'Why yes, contribute, open an issue or make a pull-request
####Install openCV and header files
./setup-debian.sh
make get-deps
make
sudo make install
lspci | grep VGA
cat /proc/cpuinfo | grep sse3
make test
###Algorithms Used
- Principal based approach - eigenfaces
- PCA algorithm
- fisherfaces (local template matching)
###Problem description
- problems of face-detection
- feature extraction techniques
- problems of facial recognition, pattern-matching
###Classification
- gender classification
- ethnic classification
- emotion classification
###Validation
- classification
- learning (ML)
###Pattern Recognition
- object recognition
- number plate recognition & extraction
- movement and pattern extraction
- info extraction on movements
###Improving accuracy of the recogniser
- Lighting conditions (webcam)
- Training with 'realistic' images - good training sets
- Camera with high fps - hd
- Camera LED lighting 30m (poe cam)
###Known Bugs 🐛
- libpq exception
- Add Separate conf file
- openCL support, cmake OPENCL=ON, intel GPU support
- Add cmake build, autotools+automake
- Python CL extension - openMP
- Integrate SMS (AfricaIT)
- Email notifications Sendgrid
- Redis cache + store - zmq
- Better logs + elasticsearch on logs
- ML and entity classification
- Video4linux + video face detection and recognition
- openCL kernels monitoring
- poe cameras - high fps
- management console, logging
- notifications (RESTfull) - service hooks
- postgres integration
- some graphs on neo4j - gremlin+cypher
###some docs and refs 🇫🇷