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Comprehensive Guide to Performance Optimization for Computer Vision Systems
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histo Geeks4Geeks
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SOTA Video Foundation Model Leaderboard (08/Sep/2024)
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SOTA Vision Foundation Models Leaderboard (08/Sep/2024)
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Visual Recognition Evaluation Metrics
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Fine tuning
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Fine-Tuning Guideline and Pipeline for Foundation Vision Models
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Module 5 PY0101EN 5.4 WorkingWithDifferentFileTypes
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WebScraping Review Lab
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PyTorch Crash Course Getting Started with Deep Learning AssemblyAI
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Matrix Multiplication in Neural Networks
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Comprehensive Technical Guide to Activation Functions in Deep Learning
Batching and Fusing: Concepts, Math, and Practical Impact
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SOTA Neural Networks Reference
Deep Learning Underfitting and Overfitting: Technical Guide
Activation function in deep learning - notes
BNNs
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GNNs
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Notebook
Notebook
Attention is all you need
BuildingABrian
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MNIST Image Recognition
Multiclass classificaton
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recurrent neural network LSTM notes
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Spiking Neural Networks (SNNs) Technical Notes
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SSMs
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Generative ai notes
Generative ai notes
Generative AI - Notes
Generative AI - Notes
Diffusion notes
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Diffusion Models - Notes
Llm notes
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Large Language Models (LLMs) - Notes
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Llm models
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Neural Nets Hackers' Notes
Llm tools frameworks
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Langchain notes
Langchain notes
LangChain Notes
Papers
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Paper Summarization Prompt
Slms smol notes
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Ml notes
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autoML
autoML
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Fine-tuning - Notes
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Classic finetuning
Classic finetuning
Classic dl fine tuning
Large scale finetuning
Large scale finetuning
Large scale finetuning
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Notebook
Notebook
Ml hello world
Ml hello world
Ml hello world
Ml optimization
Ml optimization
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Federated Learning for Edge AI Technical Notes
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Multi task learning
Concepts
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Multi-Task Learning (MTL) Technical Notes
Multi-Task Learning (MTL) Technical Notes
Reinforcement
Reinforcement
A NON-exhaustive list of RL algorithms
Reinforcement learning (RL) - notes 🤖
Markov decision process mdp
Markov decision process mdp
Markov Decision Process(MDP) - notes
Markov chain
Markov chain
Markov Chain - Notes
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Rl algorithms implementation
Sarsa
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deep convolutional q learning SARSA
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Semi-supervised learning - notes
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Classification Notes
Logistic Regression
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Simple decision tree classification
Simple decision tree classification
Main
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Multimodal ai
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Multimodality Technical Notes
Multimodality Technical Notes
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Natural Language Processing (NLP) - Notes
Lab
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Notebooks
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Fasttext hello world
NLP Python Hello World
NLP TensorFlow Zero To Hero
Nlp nltk hello world
Nlp spacy hello world
Nlp gensim hello world
Nlp sentiment recognition
Models
Models
Long Short-Term Memory (LSTM) - Notes
Recurrent Neural Network (RNN) - Notes
Seq2Seq - Notes
Transformer Models - Notes
Word2Vec - Notes
Transformers model family
Transformers model family
BERT
GPT
Gated Recurrent Unit (GRU) - Notes
ROBERTa
T5
Papers
Papers
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Paper review and code
Prompt for Paper Review and Summarization
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Paper review and code
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Llama2 paper review
Prompt for Paper Review and Summarization
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project-management
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CODING CONVENTIONS C++
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Audio compression
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Audio Compression Technical Notes
Audio Compression Technical Notes
Audio Compression Technical Notes
Core concepts
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Data Compression Technical Notes
Data Compression Technical Notes
Image compression
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Image Compression Technical Notes
Image Compression Technical Notes
Image Compression Technical Notes
Video compression
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Video Compression Technical Notes
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Kalman filter linear nonlinear
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include
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Search
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Python
Behavioral
Behavioral
Mediator pattern example
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Creatical
Factory method pattern example
Structural
Structural
Adapter pattern
High perf programming
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Readme
Optimization
Optimization
A Comprehensive Guide to Performance Optimization for Real-World Systems
Industry applications
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Optimization Real-World Uses Cases with Cpp
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Optimization algorithms using OpenCL
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Assembly Language Technical Notes
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C Programming: A Practical Hands-On Guide
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C Technical Notes
C Technical Notes
C Technical Notes
Advanced concepts
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High perf c
High perf c
Advanced High Performance C Technical Notes
High Performance C Technical Notes
Lab
Lab
C dsa
C dsa
Graph
Graph
A star
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Pathfinding A* (star) - Notes
Astar
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Concepts
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C++ Technical Notes
C++ Technical Notes
C++ Technical Notes
C++ Standard Library (STL) Timeline
C++ Standard Feature Tracking
Advanced concepts
Advanced concepts
High perf cpp
High perf cpp
Advanced High Performance C++ Technical Notes
High Performance C++ Technical Notes
High Performance C++ Technical Notes
Lab
Lab
CppDataStructuresAndAlgorithmDesignPrinciples
CppDataStructuresAndAlgorithmDesignPrinciples
Cpp Data Structures And Algorithm Design Principles
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Java Notes ☕
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Lua - Notes
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Concepts
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Python Technical Notes
Python Technical Notes
Python Technical Notes
Advanced concepts
Advanced concepts
High perf python
High perf python
Advanced High Performance Python Technical Notes
High Performance Python Technical Notes
High Performance Python Technical Notes
Lab
Lab
Notebook
Notebook
Python back to basics
Python for datascience ibm
Python for datascience ibm
Module 3 3 1.2ExcecptionHandling
Module 3 PY0101EN 3 2 Loops
Module 3 PY0101EN 3 3 Functions
Module 3 PY0101EN 3 4 Classes
Module 4 PY0101EN 4 1 ReadFile
Module 4 PY0101EN 4 2 WriteFile
Qt notes
Qt notes
Qt - Notes
Concepts
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Qt Technical Notes [Advanced]
Qt Technical Notes [Basic]
Qt Technical Notes [Intermediate]
R notes
R notes
Game Dev - Notes
Rust notes
Rust notes
Rust - Notes
Computer Vision with Rust - Notes
Deep Learning with Rust - Notes
Machine Learning with Rust - Notes
Rust Notes
Concepts
Concepts
Rust Programming Technical Notes
Rust Programming Technical Notes
Rust Programming Technical Notes
Advanced concepts
Advanced concepts
High perf rust
High perf rust
Advanced High Performance Rust Technical Notes
High Performance Rust Technical Notes
High Performance Rust Technical Notes
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Concepts
Concepts
Parallel Computing (Parallelization) Frameworks
Parallel Programming vs Parallel Computing vs Supercomputing principles
Parallel Programming Technical Notes
CUDA
CUDA
Cuda core
Cuda core
CUDA (Compute Unified Device Architecture) Technical Notes
CUDA (Compute Unified Device Architecture) Technical Notes
CUDA (Compute Unified Device Architecture) Technical Notes
Lab
Lab
Notebooks
Notebooks
An Even Easier Introduction to CUDA
OpenCL
OpenCL
Opencl core
Opencl core
OpenCL Technical Notes
OpenCL Technical Notes
OpenCL Technical Notes
TBB
TBB
Tbb core
Tbb core
Intel TBB Technical Notes
Intel TBB Technical Notes
Intel TBB Technical Notes
Regex notes
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REGULAR EXPRESSION (RegEx) - Notes
Systems
Systems
Cloud computing
Cloud computing
Cloud Computing - Notes
Cloud Computing - Notes
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Concepts
Cloud Computing Technical Notes
Cloud Computing Technical Notes
Cloud Computing Technical Notes
Edge computing
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Edge ai
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Edge AI Technical Notes - Basics
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On-Device AI - Notes
Deployment
Deployment
End-to-End Edge AI Deployment Stack
Edge hw platforms
Edge hw platforms
AI-Accelerator for Edge AI Technical Notes
AI-Chips for Edge AI Technical Notes
Edge AI Hardware Platforms
Edge Devices Real-World Applications with Examples
Frameworks
Frameworks
Aidge
Aidge
Deploy with Aidge Technical Notes
Deploy with Aidge
Deploy with Aidge Technical Notes
Coreml
Coreml
CoreML Technical Notes
CoreML Technical Notes
CoreML Technical Notes
Deepcraft
Deepcraft
Imagimob DeepCraft Technical Notes
Imagimob DEEPCRAFT Technical Notes
Imagimob DeepCraft Technical Notes
Executorch
Executorch
ExecuTorch Technical Notes
ExecuTorch Technical Notes
ExecuTorch Technical Notes
LiteRT
LiteRT
LiteRT Technical Notes
LiteRT Technical Notes
LiteRT Technical Notes
Onnx
Onnx
Onnx core
Onnx core
ONNX Technical Notes - [Advanced]
ONNX Technical Notes - [Basics]
ONNX Technical Notes - [Intermediate]
Onnxruntime
Onnxruntime
ONNX Runtime Technical Notes
ONNX Runtime Technical Notes
ONNX Runtime Technical Notes
openVINO
openVINO
Benchmark Tools for tiny AI/ML Models
OpenVINO - Case Studies
Openvino core
Openvino core
Intel OpenVINO Technical Notes
Intel OpenVINO Technical Notes
Intel OpenVINO Technical Notes
Pruna
Pruna
Pruna Framework Technical Notes
Pruna Framework Technical Notes
Pruna Framework Technical Notes
Qualcomm ai hub
Qualcomm ai hub
Deploying Models On the Edge using Qualcomm AI Hub Technical Notes
Deploying Models On the Edge using Qualcomm AI Hub Technical Notes
Deploying Models On the Edge using Qualcomm AI Hub Technical Notes
Qualcomm aimet
Qualcomm aimet
AIMET Technical Notes - [Advanced]
AIMET Technical Notes - [Basics]
AIMET Technical Notes - [Intermediate]
tensorRT
tensorRT
Tensorrt core
Tensorrt core
NVIDIA TensorRT Technical Notes
NVIDIA TensorRT Technical Notes
NVIDIA TensorRT Technical Notes
Mlops
Mlops
End-to-End Edge AI MLOps Stack
Optimization
Optimization
Edge AI Optimization and resource efficiency Laws
Optimization Methods for Edge/Embedded AI: A Comprehensive Survey
Edge AI Optimization Stack
Industry applications
Industry applications
Industry Links
Amd ecosystem
Amd ecosystem
AMD Ecosystem
Ampere ecosystem
Ampere ecosystem
Ampere Computing
Apple ecosystem
Apple ecosystem
Apple Ecosystem
Arm ecosystem
Arm ecosystem
ARM Ecosystem
Asus ecosystem
Asus ecosystem
ASUS Ecosystem
Aws ecosystem
Aws ecosystem
AWS Ecosystem
Baidu ecosystem
Baidu ecosystem
Baidu Ecosystem
Brainchip ecosystem
Brainchip ecosystem
BrainChip Ecosystem
Broadcom ecosystem
Broadcom ecosystem
Broadcom Ecosystem
Edge ai foundation ecosystem
Edge ai foundation ecosystem
Edge AI Foundation Ecosystem
Edge impulse ecosystem
Edge impulse ecosystem
Edge Impulse Ecosytem
The Edge Impulse Ecosystem - A Comprehensice Guide (July 2025)
Espressif ecosystem
Espressif ecosystem
Espressif Ecosystem
Google ecosystem
Google ecosystem
Google Ecosystem Update
Hailo ecosystem
Hailo ecosystem
Hailo Ecosystem
Huggingface ecosystem
Huggingface ecosystem
Hugging Face Ecosystem
Ibm ecosystem
Ibm ecosystem
IBM Ecosystem
Infineon ecosystem
Infineon ecosystem
Infineon Ecosystem
Sw
Sw
Deepcraft studio
Deepcraft studio
DeepCraft Studio Quick Start
Intel ecosystem
Intel ecosystem
Intel Ecosystem
Mediatek ecosystem
Mediatek ecosystem
MediaTek Ecosystem
Meta ecosystem
Meta ecosystem
Meta Ecosystem Part 1
Microchip ecosystem
Microchip ecosystem
Microchip Ecosystem
Microsoft ecosystem
Microsoft ecosystem
Microsoft Ecosystem
Neurokit2e ecosystem
Neurokit2e ecosystem
NEUROKIT2E Ecosystem
Nvidia ecosystem
Nvidia ecosystem
NVIDIA Ecosystem
Nxp ecosystem
Nxp ecosystem
NXP Ecosystem
Qualcomm ecosystem
Qualcomm ecosystem
Qualcomm Ecosystem
Renesas ecosystem
Renesas ecosystem
Renesas Ecosystem
Samsung ecosystem
Samsung ecosystem
Samsung Ecosystem
Stmicro ecosystem
Stmicro ecosystem
STMicroelectronics Ecosystem
Tsmt ecosystem
Tsmt ecosystem
TSMT (Taiwan Semiconductor Manufacturing Company) Ecosystem
Lab
Lab
Examples
Examples
Deploy with aidge
Deploy with aidge
Deploy with Aidge
Deploy with aimet
Deploy with aimet
Deploy with AIMET
Notebooks
Notebooks
Deploy RT Segmentation Model On Real Device
deploy with AIMET compression
deploy with AIMET quantization
Intro to qai hub profiling models
Deploy with brainchip
Deploy with brainchip
Deploy with BrainChip
Deploy with coreml
Deploy with coreml
Deploy with Core ML
Deploy with deepcraft
Deploy with deepcraft
Deploy with DeepCraft (formerly ImageMob from Infineon)
Deploy with edge impulse
Deploy with edge impulse
Deploy with Edge Impulse
Deploy with edge tpu compiler
Deploy with edge tpu compiler
Deploy with Edge TPU Compiler
Deploy with executorch
Deploy with executorch
Deploy with ExecuTorch (Meta/PyTorch)
Deploy with glow
Deploy with glow
Deploy with Glow
Deploy with hailo
Deploy with hailo
Deploy with Hailo
deploy with liteRT
deploy with liteRT
Deploy with LiteRT (formerly TensorFlow Lite)
Deploy with mri llvm
Deploy with mri llvm
Deploy with MRI-LLVM
Deploy with nvidia tao
Deploy with nvidia tao
Deploy with NVIDIA TAO
Deploy with onnc
Deploy with onnc
Deploy with Onnc
Deploy with onnx
Deploy with onnx
Deploy with ONNX
deploy with openVINO
deploy with openVINO
Deploy with OpenVINO
deploy with tensorRT
deploy with tensorRT
Deploy with TensorRT
Notebooks
Notebooks
Intro to TensorFlow TensorRT
Intro to Torch TensorRT
Deploy with tvm
Deploy with tvm
Deploy with Apache TVM
deploy with XLA
deploy with XLA
Deploy with XLA
Deploy with xilinx vitis ai
Deploy with xilinx vitis ai
Deploy with Xilinx Vitis AI
Resources
Resources
Edge-AI Latest Research Papers & News
Edge audio
Edge audio
Concepts
Concepts
Edge audio core
Edge audio core
Edge Audio Technical Notes
Edge Audio Technical Notes
Edge Audio Technical Notes
Edge vision
Edge vision
Edge Computer Vision - Notes
Embedded systems
Embedded systems
Embedded Systems & AI Notes
Concepts
Concepts
Advanced Guide to Embedded Systems (Core Concepts)
Embedded Systems Technical Notes
Embedded Systems Technical Notes (Intermediate Level)
Communication protocol
Communication protocol
Embedded Communication Protocols Notes
RTOS
RTOS
Real Time Operating Systems (RTOS)
RTOS for Edge AI Applications and Benchmarks
RTOS in Industry
Concepts
Concepts
RTOS Technical Notes (Advanced)
RTOS Technical Notes (Beginner)
RTOS Technical Notes (Intermediate)
Embedded Linux
Embedded Linux
Embedded Linux Technical Notes
Embedded Linux Technical Notes
Embedded Linux Technical Notes
Embedded linux tools
Embedded linux tools
Yocto
Yocto
Yocto Technical Notes
Yocto Technical Notes
Yocto Technical Notes
FreeRTOS
FreeRTOS
FreeRTOS Technical Notes
FreeRTOS Technical Notes
FreeRTOS Technical Notes
PXROS
PXROS
PXROS Technical Notes (Advanced)
Pxros core basics
PXROS Technical Notes (Intermediate)
QNX
QNX
QNX RTOS - Advanced Core Concepts
QNX RTOS - Beginner Core Concepts
QNX RTOS - Intermediate Core Concepts
VxWorks
VxWorks
VxWorks Technical Notes
VxWorks Technical Notes
VxWorks Technical Notes
Zephyr
Zephyr
Zephyr RTOS - Advanced Core Concepts
Zephyr RTOS - Beginner Core Concepts
Zephyr RTOS - Intermediate Core Concepts
Embedded ai notes
Embedded ai notes
Embedded AI - Notes
tinyML
tinyML
TinyML
TinyML (Machine Learning) - Notes
Tools frameworks
Tools frameworks
AWS Greengrass - Notes
CMSIS-NN (ARM) - Notes
Core ML - Notes
Hugging Face Optimum - Notes
NVIDIA TensorRT - Notes
ONNX (Open Neural Network Exchange) - Notes
OpenVINO Toolkit - Notes
PyTorch Mobile - Notes
TensorFlow Lite - Notes
Edge Impulse/tinyML - Notes
Embedded python
Embedded python
Micropython
Micropython
MicroPython Technical Notes
MicroPython Technical Notes
MicroPython Technical Notes
Lab
Lab
Better Embedded System Software Notes
Better Embedded System Software Notes
Better Embedded Systems Software - Notes
Design patterns for embedded systems in c notes
Design patterns for embedded systems in c notes
design pattern for embedded systems in C from "Bruce Powel Douglass Book"
Embedded core dsa
Embedded core dsa
Python embedded edge
Python embedded edge
Circular buffer
Hamming code
Memory pool
Task scheduler
Watchdog timer
Rust embedded edge
Rust embedded edge
2️⃣ ESP32 + Embedded Rust Example
Embedded Rust - Advanced Core Concepts
Embedded Rust - Beginner Core Concepts
Embedded Rust - Intermediate Core Concepts
3️⃣ NRF52 + Embedded Rust Example
1️⃣ STM32 + Embedded Rust Example
Examples
Examples
Drivers
Drivers
RTOS
RTOS
Scheduler
Scheduler
scheduler
Real Time Embedded Systems Xiaocong Fan Notes
Real Time Embedded Systems Xiaocong Fan Notes
embedded systems
Resources
Resources
Embedded interview
Embedded Software Engineer Roadmap
Docs
Docs
Hw
Hw
Sensors
Sensors
Camera
IR
Lidar
Odometer
Radar
Sensor notes
Sonic
Standards
Standards
Embedded Systems Coding Standards Notes
MISRA
MISRA
MISRA notes
Sw design
Sw design
design
Iot
Iot
IoT Notes
Internet of Things (IoT)
Concepts
Concepts
Internet of Things (IoT) Technical Notes
Internet of Things (IoT) Technical Notes
Internet of Things (IoT) Technical Notes
Platforms
Platforms
AWS IoT Technical Notes
Azure IoT Technical Notes
Google Cloud IoT Technical Notes
Tools frameworks
Tools frameworks
AWS IoT C++ Device SDK Technical Notes
AWS IoT Python Device SDK Technical Notes
Operating systems
Operating systems
Operating System (OS) - Notes
Operating System (OS) - Notes
Quantum computing
Quantum computing
Quantum Computing - Notes
Quantum Computing - Notes
Industry
Industry
Industry Focus
Aerospace
Aerospace
Aircraft notes
Aircraft notes
Aircraft - Notes
Drones notes
Drones notes
Drones - Notes
Satellite notes
Satellite notes
Satellite - Notes
Agriculture
Agriculture
Agriculture - Notes
Agriculture - Notes
Agritech
Agritech
agritech
Food tech
Food tech
food-tech
Smart farming
Smart farming
smart-farming
Healthcare
Healthcare
Healthcare AI - Notes
Healthcare
Biotech
Biotech
Bioinformatics - Notes
Biotechnology - Notes
Computational Biology - Notes
Computational Genomics - Notes
Genetic engineering
Genetic engineering
Genetic Engineering - Notes
Genetics - Notes
Manufacturing
Manufacturing
Manufacturing - Notes (Focus: Computer Vision Real-World Applications)
Machine vision
Machine vision
Machine Vision - Notes
Retail
Retail
Luxury retail notes
Luxury retail notes
Luxury retail notes
Robotics
Robotics
Core topics
Core topics
Frameworks
Frameworks
LeRobot
LeRobot
LeRobot Technical Notes
LeRobot Technical Notes
LeRobot Technical Notes
Ros
Ros
Ros core
Ros core
ROS Technical Notes
ROS Technical Notes
ROS Technical Notes
Odometry
Odometry
Odemetry - Notes
Robot vision
Robot vision
Robot Vision - Notes
Robotics core
Robotics core
Robotics Technical Notes
Robotics Technical Notes
Robotics Technical Notes
Security
Security
Closed-Circuit Television (CCTV) - Notes
Smart city
Smart city
Smart City - Notes (Focus: Computer Vision Real-World Applications)
Transportation
Transportation
Automotive
Automotive
Automotive - Notes
ADAS
ADAS
ADAS (Advanced Driver Assistance Systems) - Notes
Safety
Safety
Automotive safety Notes
Self driving
Self driving
Self-Driving Cars Notes :car:
Self-Driving Cars - Notes
Control
Control
Control - Notes
Localization
Localization
Localization - Notes
Perception
Perception
Perception - Notes
Planning
Planning
Motion Planning - Notes
Research papers
Research papers
NVIDIA End-to-End DAVE2 paper Summary
Resources
Resources
Autodrive challenge
Autodrive challenge
SAE AutoDrive Challenge Notes
Darpa challenge
Darpa challenge
DARPA Grand Challenges: A Comprehensive Technical Guide & Notes
Sensor fusion
Sensor fusion
Sensor Fusion - Notes
Core topics
Core topics
Related concepts
Multimodal sensor fusion
Multimodal sensor fusion
Concepts
Concepts
Multimodal Sensor Fusion Technical Notes
Multimodal Sensor Fusion Technical Notes
Multimodal Sensor Fusion Technical Notes
Meta
Meta
Meta & Resources
Career
Career
Job interview notes
Job interview notes
Job Interview Prep
Job Interview Notes
Lab
Lab
LeetCode Notes
Topics
Topics
100 Software Engineer Common Interview Questions
Courses
Courses
Courses
Tools
Tools
Authoring Guide — Obsidian + Claude
Hello world
Hello World Prompt
Outro
ROBERTa
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