Egor Dmitriev

Recent Posts

  • Long-Term Visual Tracking for Drones: State of the Art, Open Source, and Edge Inference in 2026
    Research PassesMay 25, 2026
  • Visual-Inertial Odometry for Drones: State of the Art, Foundation-3D, and the cuVSLAM Squeeze in 2026
    Research PassesMay 24, 2026
  • Drone-to-Satellite Visual Geo-Localization: State of the Art, Open Source, and Edge Inference in 2026
    Research PassesMay 23, 2026
  • CoreML Deployment on Apple Silicon: Real-Time Vision Models
    Optimizing SAMURAIMay 18, 2026

All posts →

Tag: optimization

8 items with this tag.

  • May 18, 2026

    CoreML Deployment on Apple Silicon: Real-Time Vision Models

    • deep-learning
    • computer-vision
    • apple-silicon
    • coreml
    • optimization
    • onnx
    • metal
    • model-deployment
  • May 17, 2026

    TensorRT Optimization: 5x Faster Inference with FP16 Precision

    • deep-learning
    • computer-vision
    • tensorrt
    • optimization
    • onnx
    • cuda
    • nvidia
    • fp16
  • May 16, 2026

    Optimizing PyTorch Models for Production: ONNX Export with SAM 2

    • deep-learning
    • computer-vision
    • onnx
    • optimization
    • pytorch
    • model-deployment
  • Feb 01, 2026

    Regularization and Hyperparameter Tuning

    • machine-learning
    • gradient-boosting
    • hyperparameters
    • optimization
  • Jan 18, 2026

    Exclusive Feature Bundling and Categorical Features

    • machine-learning
    • gradient-boosting
    • algorithms
    • optimization
  • Jan 16, 2026

    Gradient-Based Sampling (GOSS)

    • machine-learning
    • gradient-boosting
    • algorithms
    • optimization
  • Jan 12, 2026

    Histogram-Based Split Finding

    • machine-learning
    • gradient-boosting
    • algorithms
    • optimization
  • Jan 08, 2026

    Functional Gradient Descent

    • machine-learning
    • gradient-boosting
    • algorithms
    • optimization

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