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Loop Closure
Jan 24, 2026
Proportional-Derivative Control
Aug 11, 2024
Inertial Odometry
Feb 02, 2025
Computer Vision for detecting a Metallic Grid and a set reference
Apr 29, 2025
Simple Online and Real-Time Tracking
May 17, 2025

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Folder: notes

201 items under this folder.

Jul 23, 2026
Production, Use & Retirement
Jul 23, 2026
Systems Engineering Management
Jul 23, 2026
Budgets, money & decision-making
Jul 23, 2026
The System Engineering Process
Jul 23, 2026
System Thinking Tracks
Jul 23, 2026
Transformers
Jul 23, 2026
Zero-Shot Learning (ZSL)
Jul 23, 2026
Real-Time Streaming Protocol
- notes
- SeaClear
Jul 23, 2026
Multi Camera Pose Estimation
Jul 23, 2026
What automatic speech recognition can and cannot do for conversational speech transcription
Jul 23, 2026
Speech Processing 101
Jul 23, 2026
Speech Processing
Jul 23, 2026
Static and dynamic libraries
- notes
Jul 23, 2026
System Monotonic Clock
- SeaClear
Jul 23, 2026
Acquisition Phase in Systems Engineering
Jul 23, 2026
Conceptual Design
Jul 23, 2026
Preliminary Desgin
Jul 23, 2026
Risk management, FMEA & RMF
Jul 23, 2026
Detailed Design and Development
Jul 23, 2026
Discrete Kalman Filtering for Radar Tracking Applications
Jul 23, 2026
Optimal Estimation in Dynamic Systems
Jul 23, 2026
Myers–Briggs Type Indicator (MBTI)
Jul 23, 2026
Pinhole Camera Model
- notes
Jul 23, 2026
PointNet
Jul 23, 2026
Principal Component Analysis
- notes
- ML
Jul 23, 2026
The CMU Pronouncing Dictionary
Jul 23, 2026
Quaternions
Jul 23, 2026
Ray Tracing Through Water
Jul 23, 2026
Representation Learning
Jul 23, 2026
Rodrigues' Rotation Formula
- SeaClear
- perception
Jul 23, 2026
ROS Architecture
- ros
- notes
Jul 23, 2026
ROS Basics
- projects
- ros
Jul 23, 2026
Rotation Matrix Time Derivative
Jul 23, 2026
Understanding rotational frames in 3D
Jul 23, 2026
Regression in Machine Learning
- notes
Jul 23, 2026
Negative Log Likelihood
Jul 23, 2026
Numerical Elimination Methods
- notes
Jul 23, 2026
Introduction to Optimal Estimation and Dynamics
Jul 23, 2026
Extended Kalman Filtering (EKF)
Jul 23, 2026
Particle Filtering
Jul 23, 2026
The Estimation Paradigm (the static case)
Jul 23, 2026
Fundamentals of parameter estimation - Part I
Jul 23, 2026
Generalized Normal Distribution
Jul 23, 2026
Fundamentals of parameter estimation - Part II
Jul 23, 2026
Fundamentals of parameter estimation - Part III
Jul 23, 2026
Particle Filter
Jul 23, 2026
Prediction in a linear dynamic system
Jul 23, 2026
3D Point Cloud Shape Detection for Indoor Modeling
Jul 23, 2026
Terrestrial Laser Scanning (TLS)
Jul 23, 2026
Mobile Laser Scanning (MLS)
Jul 23, 2026
Point Cloud Segmentation Practical
Jul 23, 2026
Point Cloud Segmentation
Jul 23, 2026
Point Cloud Segmentation with Segment Anything (SAM)
Jul 23, 2026
Error Analysis of Airborne Laser Scanning Data
Jul 23, 2026
Point Cloud Classification
Jul 23, 2026
Building Detection and Reconstruction
Jul 23, 2026
Laser Scanning and Point Cloud Processing
Jul 23, 2026
Lie Algebra
Jul 23, 2026
Likelihood Function
Jul 23, 2026
Motion Prediction
Jul 23, 2026
DDPMS for Dynamical Systems (State Space Approach)
Jul 23, 2026
NeRF - Neural Radiance Fiels
Jul 23, 2026
Gimbal Lock
Jul 23, 2026
GoPro Livestream
- SeaClear
Jul 23, 2026
Apache Hadoop: MapReduce in Python
Jul 23, 2026
Joint Probability
Jul 23, 2026
Aerial Laser Scanning (ALS)
Jul 23, 2026
Real-Time LiDAR Point-Cloud Moving Object Segmentation for Autonomous Driving
Jul 23, 2026
3D HD Roads
Jul 23, 2026
3D Indoor Reconstruction
Jul 23, 2026
Self-Supervision Objectives for FoMo Pre-training
Jul 23, 2026
FoMo Post-training and Adaption
Jul 23, 2026
Foundation Models
Jul 23, 2026
GenAI Models and Robotic Applications
Jul 23, 2026
Gaussian Splatting
Jul 23, 2026
Mode Collapse
Jul 23, 2026
Frechet Inception Distance and Inception Score
Jul 23, 2026
Autoencoders
Jul 23, 2026
Normalizing Flows
Jul 23, 2026
Flow Matching and Mean Flows
Jul 23, 2026
Diffusion Models
Jul 23, 2026
Audio-Visual Generative Models and Robotic Applications
Jul 23, 2026
Cross Product
Jul 23, 2026
European Master's
Jul 23, 2026
Verilog
Jul 23, 2026
GStreamer Appsink
Jul 23, 2026
PWM Module in Verilog
Jul 23, 2026
Vision-in-the-loop Architecture
Jul 23, 2026
Embedded Systems Laboratory
Jul 23, 2026
Structured State Space Sequence Models (SSM)
Jul 23, 2026
Introduction to Transformers in Deep Learning
Jul 23, 2026
Transformers in depth and time
Jul 23, 2026
Efficient FoMos
Jul 23, 2026
Improving the Generalization of ViTs for Action Understanding with VLM Pre-Training
Jul 23, 2026
Introduction to Foundation Models
Jul 23, 2026
Training Foundation Models
Jul 23, 2026
AI for Robotics
Jul 23, 2026
Robotic Systems as specific Cyber Physical Systems
Jul 23, 2026
Teleoperation
Jul 23, 2026
RELBot
Jul 23, 2026
Advanced Software Development for Robotics
Jul 23, 2026
Axis-Angle Representation (Rotation Vector)
Jul 23, 2026
Barcode Detection and Decoding
Jul 23, 2026
Camera Backward Projection
Jul 23, 2026
Camera Calibration and 3D Reconstruction
Jul 23, 2026
Camera Calibration
Jul 23, 2026
Change-of-Variable Formula (Jacobian Matrix)
Jul 23, 2026
Convolutional Properties
Jul 23, 2026
Coordinate Frame
- SeaClear
- robotics
Jul 23, 2026
C++ Arrays vs Vectors
- notes
Jul 23, 2026
C++ const, auto and iterators
- notes
Jul 23, 2026
Pointers and References - Compound Types
- notes
Jul 23, 2026
Keyword extern
- notes
Jul 23, 2026
C++ Nesting Conditional Operations
- notes
Jul 23, 2026
C++ Pointers and Multidimensional Arrays
- notes
Jul 23, 2026
C++ Pointers as function parameters
- notes
Jul 23, 2026
C++ Preprocessor
- notes
Jul 23, 2026
C++ Basics
- notes
Jul 23, 2026
Visual Language Models (VLM)
Jul 23, 2026
Vision Transformer (ViT)
Jul 23, 2026
Visual-Language Models for Object Detection and Segmentation
Jul 23, 2026
Object Detection and Tracking
Jul 23, 2026
Model-Based Reinforcement Learning
Jul 23, 2026
Decision Transformers
Jul 23, 2026
Machine Learning Paradigms
Jul 23, 2026
Deep Learning SfM, SLAM, and VO
Jul 23, 2026
Single Image Depth Estimation (SIDE)
Jul 23, 2026
Deep Feature Matching
Jul 23, 2026
Reinforcement Learning Basics
Jul 23, 2026
Value Based Methods
Jul 23, 2026
Policy Gradient Methods
Jul 23, 2026
Imitation Learning
Jul 23, 2026
PPROS and CONS of Sensor Configurations
Jul 23, 2026
The foundation of higher cognition
Jul 23, 2026
Conceptual spatial representations for indoor mobile robots
Jul 23, 2026
Pen and Paper Exercises Coordinate Systems
Jul 23, 2026
Pen and Paper Exercises SLAM
Jul 23, 2026
Robotic Perception, Cognition and Navigation
Jul 23, 2026
Soft Actor Critic (SAC)
Jul 23, 2026
SeaClear BlueROV Detection
Jul 23, 2026
Shunting Yard Algorithm
Jul 23, 2026
Singular Value Decomposition
Jul 23, 2026
Requirements Engineering Framework
Jul 23, 2026
Context & external interfaces
Jul 23, 2026
Systems Engineering
Jul 23, 2026
Twin Delayed DDPG (TD3)
Jul 23, 2026
Temporal Difference Learning
Jul 23, 2026
UVC Cameras
- SeaClear
Jul 23, 2026
Depth Accuracy For Stereo Cameras
Jul 23, 2026
Bundle Adjustment
Jul 23, 2026
Path Planning
Jul 23, 2026
Global Navigation Satellite System (GNSS)
Jul 23, 2026
Sensor Fusion
Jul 23, 2026
Lecture 2
Jul 23, 2026
Coordinate Systems
Jul 23, 2026
Mechanization
Jul 23, 2026
Lidar-Inertial Perception
Jul 23, 2026
Simultaneous Localization and Mapping (SLAM)
Jul 23, 2026
Vector Semantics and Embeddings
Jul 23, 2026
Contextual Word Embeddings and Transformers
Jul 23, 2026
Constituency Grammars
Jul 23, 2026
Natural Language Processing
Jul 23, 2026
Neural ODEs
Jul 23, 2026
ONNX
Jul 23, 2026
Probability Density Function
Jul 23, 2026
Proximal Policy Optimization (PPO)
Jul 23, 2026
Q-Learning
Jul 23, 2026
ROS2 - Writing Publishers and Subscribers
Jul 23, 2026
ROS2 Commands Basics
Jul 23, 2026
ROS2 Starting Basics
Jul 23, 2026
Perception Overview & Inertial Navigation
Jul 23, 2026
Human-Agent-Robot Teamwork
Jul 23, 2026
Lidar Odometry and Mapping in Real-time (LOAM)
Jul 23, 2026
Cameras - Beyond RGB
Jul 23, 2026
Camera Intrinsics
Jul 23, 2026
Image Processing and Computer Vision
Jul 23, 2026
Long Short-Term Memory
- notes
Jul 23, 2026
LU Decomposition
- notes
Jul 23, 2026
Line Segment Detector
Jul 23, 2026
Maximum Likelihood Estimation (MLE)
Jul 23, 2026
Markov Decision Process (MDP)
Jul 23, 2026
MiDaS
- deep_learning
- perception
Jul 23, 2026
Mixture of Experts (MOE)
Jul 23, 2026
Monte Carlo Learning
Jul 23, 2026
Multiple View Geometry in Computer Vision
Jul 23, 2026
Words and Tokens
Jul 23, 2026
Constituency Parsing
Jul 23, 2026
N-grams Language Model and Text Classification
Jul 23, 2026
Sentiment Analysis and Naive Bayes
Jul 23, 2026
Hidden Markov Models for PoS tagging and NER
Jul 23, 2026
Deep Learning Fundamentals
- deep_learning
Jul 23, 2026
Deep Q-Learning
Jul 23, 2026
Edge Computing
Jul 23, 2026
Flash Attention
Jul 23, 2026
Human Robot Interaction
Jul 23, 2026
Iterative Closest Point (ICP)
Jul 23, 2026
Abstract Syntax Tree
- notes
Jul 23, 2026
Actor-Critic Methods
Jul 23, 2026
Bellman Equation
Jul 23, 2026
Learning Transferable Visual Models From Natural Language Supervision (CLIP)
Jul 23, 2026
DINO

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