Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
Learn to develop a comprehensive backend system for an AI-powered pest detection and chatbot application in this 18-minute tutorial video. Master the integration of YOLOv8 model for pest detection, implement Growing Degree Days (GDD) calculations using OpenWeatherMap API data, and create a Flask-based server architecture. Explore the step-by-step process of setting up the development environment, structuring backend folders, and integrating OpenAI's GPT models for intelligent pest control advice. Gain hands-on experience with Python, Flask Framework, OpenCV, NumPy, and Ultralytics YOLOv8 while building a system that processes pest images, performs detections, and delivers actionable insights through a chatbot interface. Perfect for developers interested in combining agricultural technology with artificial intelligence to create practical solutions for farmers.
