Learn how to train an ESP32-CAM for object detection using Edge Impulse, without writing any code. Explore the process of capturing images, labeling them, creating an impulse, and exporting the model as an Arduino library. Discover two methods for image capture: using a webcam or the ESP32-CAM itself. Test the trained model on both ESP32-CAM and ESP-EYE boards, and get introduced to a library that simplifies the entire process. Gain insights into using the ESP32-CAM as an inexpensive object detection sensor, with practical demonstrations and a comprehensive workflow explanation.
Overview
Syllabus
- Introduction
- Object Detection
- Edge Impulse
- Workflow
- Look at ESP32-CAM & ESP-EYE
- Capturing Images - Webcam Setup
- Edge Impulse Setup
- Image Capture
- Label Images
- Create an Impulse
- Export to an Arduino Library
- Importing Library to Arduino IDE
- Testing with ESP-EYE
- Testing with ESP32-CAM
- EloquentESP32CAM Library
- Collect Images Sketch
- Capturing Images - ESP32-CAM
- Import & Label with Edge Impulse
- Build & Deploy Impulse
- Testing with ESP32-CAM
- EloquentArduino Code & Demo
- Conclusion
- Robie the Robot!
Taught by
DroneBot Workshop
