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1
- Introduction
2
- Object Detection
3
- Edge Impulse
4
- Workflow
5
- Look at ESP32-CAM & ESP-EYE
6
- Capturing Images - Webcam Setup
7
- Edge Impulse Setup
8
- Image Capture
9
- Label Images
10
- Create an Impulse
11
- Export to an Arduino Library
12
- Importing Library to Arduino IDE
13
- Testing with ESP-EYE
14
- Testing with ESP32-CAM
15
- EloquentESP32CAM Library
16
- Collect Images Sketch
17
- Capturing Images - ESP32-CAM
18
- Import & Label with Edge Impulse
19
- Build & Deploy Impulse
20
- Testing with ESP32-CAM
21
- EloquentArduino Code & Demo
22
- Conclusion
23
- Robie the Robot!
Description:
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.

Simple ESP32-CAM Object Detection

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