Computer Vision and Image Processing Expert
10+ years of total experience( 5 years of industry(SIEMENS)) in image processing and computer vision(OpenCV) along with an experience of working in Windows, Linux and Android platforms.
Algorithms:
- DeepLearning
----- Object Classification ( MobileNet, VGG, ResNet )
----- Object Detection/Recognition ( YOLO )
----- Instance Segmentation ( MRCNN )
- Design and Train Convolutional Neural Networks
- ANPR (Automatic Number Plate Recognition)
- General OCR and ocr-tesseract
- Image registration
- Face Detection, Recognition and Tracking
- Medical Image Processing
- Wavelets
- People detection and tracking
- Image Matching
- Machine-Learning/Pattern-Recognition/artificial-intelligence algorithm
- Classifier design using svm, neural networks, random forest, knn etc
- CBIR - Content Based Image Retrieval
- 3D - Stereo Imaging, Depth Maps, 3D Reconstruction
- Emotion Detection
- GPU programming
Libraries:
OpenCV, Keras using TensorFlow backend, Tesseract OCR, QT, PCL, CUDA
Cameras and SDK:
PointGrey, Basler, IDS, BitFlow
Work Terms
33 $/hr