Computer vision skills
Computer vision skills
Embedded Files
3D data processing
3D data processing
Visual SLAM
Lidar scanning
Photogrammetry
CAD to part inspection
Object and obstacle detection
Raytracing and computational geometry
Point cloud alignment, registration and processing
Image processing
Image processing
Texture analysis
Color processing
Image segmentationÂ
Active contours (Snakes)
Multi-resolution analysis
Image fidelity assessment
Feature extraction and matching
Multi-spectral imaging: RGB+NIR, thermography, multiband sensors
Video analysis
Video analysis
Video analytics
Video augmentation
Video quality evaluation
Video content evaluation
Motion analysis
Motion analysis
Motion evaluation
Motion compensation
Object detection and tracking
Features detection and tracking
Machine learning
Machine learning
Image autoencoders based on CNNs.
Modern 3D scene reconstruction: NERF, Gaussian splatting.
Modern image segmentation, detection and classification: UNET, ResNet, YOLO, OWL-v2, SAM.
Classical machine learning: regression analysis, binary/multi-class classifiers, SVM, PCA, LDA, clustering.
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