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C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON, SVE for ARM, HVX for Hexagon

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

  • network-analysis
  • spatial-analysis
  • geographical-information-system
  • graph-neural-networks

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

  • convolutional-neural-networks
  • motion-tracking
  • color-detection
  • face-detection

DLSS 5 Neural Rendering for Images & Video with Frame Generation, RTX Video Super Resolution, HDR, and Color Grading

  • ai-upscaling
  • dlss
  • dlss-5
  • image-enhancement