PinIt: Influencing OS Scheduling via Compiler-Induced Affinities in Embedded Media - LCTES 2023
Explore PinIt, a compiler-directed methodology optimizing OS scheduling for embedded media applications. Learn how it enhances performance by minimizing harmful thread migrations and maintaining data locality.
Architecting for Resilience: Strategies for Fault-Tolerant Systems - DevOps 2024
Explore strategies for building fault-tolerant systems, covering failure types, design requirements, architecture, and redundancy in DevOps environments.
On-Device Training Under 256KB Memory
Discover cutting-edge techniques for on-device machine learning training with minimal memory requirements, presented by MIT's Song Han in this technical seminar on resource-efficient AI deployment.
Waterproof Ultrasonic Distance Sensors - JSN-SR04T and A02YYUW
Explore waterproof ultrasonic distance sensors JSN-SR04T and A02YYUW. Learn their functionality, Arduino integration, and performance in outdoor and underwater conditions.
RC Robot Car - RC Controls and Arduino
Explore radio control principles, Arduino integration, and build a robot car with dual modes. Learn to use Flysky FS-I6X and iBus interface for enhanced control and functionality.
Arduino IoT Cloud - Getting Started with Arduino & ESP32
Explore Arduino IoT Cloud: Build custom IoT devices with Arduino and ESP32. Learn setup, create dashboards, integrate sensors, and develop multi-device projects in this hands-on tutorial.
Arduino Nano 33 IoT - Getting Started
Explore Arduino Nano 33 IoT's advanced features: WiFi, Bluetooth, RTC, and IMU. Learn setup, connectivity, and sensor integration for IoT projects through hands-on demonstrations.
CircuitPython with Raspberry Pi Pico - Getting Started
Learn CircuitPython on Raspberry Pi Pico: Create keyboard and mouse emulators, work with microSD cards, and control RGB LEDs. Hands-on projects for beginners using MU Editor and Adafruit libraries.
Raspberry Pi Pico - Control the I-O World
Explore Raspberry Pi Pico's capabilities through hands-on experiments with LEDs, switches, analog inputs, OLED displays, and motors using MicroPython. Learn soldering, setup, and practical coding techniques.
Measure DC Voltage and Current with Arduino
Learn to measure DC voltage and current with Arduino, covering basic principles, voltage dividers, external references, and current sensors like Hall Effect and INA219.
High Fidelity Neural Audio Compression - Paper & Code Explained
Explore neural audio compression techniques achieving 10x compression rates, with in-depth analysis of paper and code implementation, including VQ-VAE, VQ-GAN, and AudioGen applications.
OpenAI - Solving Rubik's Cube with a Robot Hand - RL Paper Explained
Detailed explanation of OpenAI's robotic hand solving Rubik's Cube using simulation-based training, covering system design, domain randomization, and reinforcement learning techniques.
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
Explore Parti, a groundbreaking autoregressive text-to-image model. Learn about its architecture, datasets, experimental results, and capabilities in generating realistic, accurate images from text prompts.
Resolution-Robust Large Mask Inpainting with Fourier Convolutions - With Author Interview
Explore LaMa, an advanced image inpainting system using Fourier convolutions for large mask removal. Learn about its architecture, loss function, and impressive results in reconstructing complex structures.
FNet - Mixing Tokens with Fourier Transforms
Explores FNet, a Transformer variant replacing attention with Fourier transforms. Discusses architecture, token mixing, and performance comparisons, highlighting efficiency gains and accuracy trade-offs in natural language processing tasks.
Let's Build a Music Recommender!
Build a music recommender using AudioSet dataset, embedding generation, and ANNOY for efficient similarity search. Learn to process audio data and create a recommendation engine.
Visualizing Data with 7-Segment Displays
Explore data visualization using 7-segment displays, covering binary-to-decimal conversion, Boolean algebra, and the double dabble algorithm for efficient number representation in digital systems.
Advance Deep Learning Workshop for Satellite Imagery - Model Export & Production
Hands-on workshop on advanced deep learning techniques for satellite imagery, covering remote debugging, model deployment, activation heatmaps, and custom predictions using TensorFlow and Keras.
Raspberry Pi Robotics - Keyboard Control
Learn to build and control a Raspberry Pi Zero robot using a wireless keyboard, including Python coding for key press detection and motor control. Gain practical robotics skills.
Running BASIC on a Raspberry Pi Pico
Learn to run BASIC on Raspberry Pi Pico with PicoMite firmware. Set up hardware, write programs, control outputs, and explore opportunities for BASIC programming on this microcontroller platform.
CPU Upgrade - How to Change a Desktop PC Processor
Step-by-step guide to upgrading a desktop PC processor, covering compatibility checks, CPU exchange, and performance testing. Demonstrates the process using an Intel i5 10400 upgrade.