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EIM Academy
  • 👏Welcome to EIM Learning Center
  • Electronics Engineering
    • Electronics Enegineering
    • 👍01-Basic Electricity
      • Before Your First Circuit
      • Measure electricity
      • Electromagnetic Induction
    • 👍02-Electrical Circuits
      • Ohm's Law
      • Series and Parallel Circuits
      • Voltage and Current Divider
      • Watt’s Law
      • Kirchhoff's laws
    • 👍03-Analog Circuits and Semiconductors
    • 👍04-Digital Circuits and FPGA
      • Chapter 3 Code
      • Chapter 4 Code
      • Chapter 5 Code
      • Chapter 6 Code
      • Design for Simulations
    • ✍️05-Engineering Signals and Analog Filters
  • Skill Development
    • 👍01-Breadboarding Skills
      • Tools & Accessories
      • Breadboard Projects
    • 👉02-Electronics Soldering
      • Practice Projects
    • ✍️03-Perfboard Prototyping
  • Project-based Learning
    • 👍Green Electrical Energy
    • 👍Smart Traffic Light
      • Board Design
      • STEPico & Micropython
      • STEPFPGA & Verilog
      • Demos
    • ✍️Electronic Pinao with FPGA
    • ✍️Semiconductor Cooler
      • What You'll Learn
      • Technical Docs
      • Project Demo
    • 👍Smart Greenhouse
      • Irrigation System
      • Lighting System
      • Temperature Control System
      • Humidity Control System
    • ✍️AI with Hardware
      • Finger Detection
      • LCD control by Hand Gesture
      • Robotic Hand
      • Facial Recognition Security System
      • Common Questions
  • Educational Development
    • 👉Educational Development
    • Educators' Repository
    • Basic Electronics Lesson Plan
      • Electronics Components
      • Ohm's Law
      • Series & Parallel Circuit
      • Watt's Law
      • Kirchhoff's Law
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  • Project Instructions
  • Common Q&A

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  1. Project-based Learning

AI with Hardware

Artificial Intelligence Learning (AI) + Machine Learning Kit: Learn Convolutional Neural Networks, Computer Vision, OpenCV

PreviousHumidity Control SystemNextFinger Detection

Last updated 11 days ago

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Digital Resources

Project Instructions

Common Q&A

Each personal computer vary, you may encounter some problems that are not listed in the tutorial book. Click here to find solution or join our Discord community to ask our technicians.

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Video Tutorial

Coming soon

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Discord Channel

Technical support and community

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GitHub

Source codes and datasets

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3D Hand Models

Click the image to download the models

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Training Data

The images for image classification project in Chapter 3

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Finger Detection

Chapter 4

The first project to integrate your AI and hardware

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Hand Gesture Display

Chapter 5

Control a screen to display more information

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Gesture Synchronize Robotic Hand

Chapter 6

Control servos to allow your AI touch the world

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Facial Recognition Security System

Chapter 7

A practical application to apply your AI and hardware

Assembly instruction