WHO AM I ?

Hello ! My name is Adem Usta. I’m an engineer specialized in image processing/computer vision/machine learning. Before everything else I'm an entrepreneur at heart : independent, passionate and self-taught. I worked for several start-up on image processing and machine learning projects. My clients can rest assured : my work ethic will be at their service. Please take a look at my skills and projects, and if you're interested in my skills, you can contact me.
Computer Vision & Image Processing

Computer Vision & Image Processing

Computer vision :
Camera calibration
Pose estimation
3D reconstruction
Augmented reality

Image processing :
Image filtering
Edge detection
Feature detector (SIFT,SURF)
Motion detection and estimation
(Background subtraction, Kalman filter, Particle filter)

Experience on :
Face recognition
Facial feature detection
Augmented reality projects

Machine Learning

Machine Learning

ML applied to pattern recognition :
Supervised and unsupervised methods
Coding information (retinal, geometric, Haar, LBP, etc.)
Dimensionality reduction
Parametric/Non parametric methods
Regression methods
Neural networks
Support Vector Machines (SVM)
Boosting algorithms (AdaBoost)

Software Development

Software Development

Programming languages :
C / C++
Java
Python
Matlab

Operating systems :
Linux (Ubuntu/Debian)
Windows
Mac OS

Cross Platform development :
cMake (console and GUI)

Frameworks :
OpenCV (3.1.0)
Dlib (19.2)
Qt
PyQt

Projects