[Embedfire] LubanCat Python application development practice – based on LubanCat_RK series boards

• About this project
• About Embedfire

Python basics

• 1. LubanCat series board and python
• 2. Install Python
• 3. Run python
• 4. Python basic quick view

Basic use

• 1. Control GPIOs
• 2. PWM output
• 3. UART communication
• 4. I2C communication
• 5. SPI communication
• 6. Screen Display - Pygame
• 7. Audio playback - Pygame
• 8. Camera use-Opencv

Common Python libraries

• 1. Jupyter Notebook
• 2. PIL library
• 3. Numpy library
• 4. Pandas library
• 5. Web library - Flask
• 6. Web library - Django
• 7. Modbus protocol - pymodbus library
• 8. GUI library - PyQt5

AI related

• 1. Artificial Intelligence
• 2. NPU
• 3. Handwritten digit recognition – PaddlePaddle
• 4. PaddlePaddle FastDeploy
• 5. Flower image classification–TensorFlow
• 6. Resnet18 network – PyTorch
• 7. YOLOv5

Application example

• 1. Lubancat monitoring and detection

Common problem

• feedback

Copyright

• Copyright statement