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Learn to build and deploy a production-ready computer vision application in minutes using Roboflow Rapid through a practical industrial use case of counting yellow-capped vials on a conveyor belt. Discover how to upload video content and instantly generate object detection models, then enhance them with intelligent workflows for tracking and counting objects. Master the implementation of ByteTracker and Line Counter configurations for stateful object tracking across specific boundaries, and explore batch processing capabilities for testing and production deployment. Follow along as the tutorial demonstrates the complete workflow from raw video input to a fully functional counting application, covering video upload and processing, object class definition and initial detection setup, real-time model testing, model deployment and workflow creation, tracking block configuration for line-crossing detection, batch processing setup and execution, and results analysis and optimization.
