Roboflow Rapid | Build a Vision AI App in Minutes

Roboflow
3,831 views December 9, 2025

Learn how to build and deploy a production-ready computer vision application in just a few minutes using Roboflow Rapid. In this video, we tackle a real-world industrial use case: counting yellow-capped vials as they move along a conveyor belt. You’ll see how to go from raw video to a fully functional counting application in minutes. = Topics covered in this video = ⚡ Roboflow Rapid: How to upload video and get an object detection model instantly. 🧠 Roboflow Workflows: Creating an app to add an intelligence layer to your model for tracking and counting objects. 🔢 ByteTracker & Line Counter: Configuring stateful tracking to count vials crossing a specific line. 🎞️ Batch Processing: Running your new workflow on full-length videos for testing and production. = Chapters in this video = 00:00 Introduction - Count specific vials with Roboflow Rapid? 01:26 Uploading and Processing the Video 02:26 Defining Object Classes and Initial Detection 04:44 Real-Time Model Testing on a Video 05:25 Deploying the Model and Creating Workflows 07:09 Adding Blocks to Track Objects and Count Line Crossing 10:08 Configuring and Running Batch Processing 11:55 Reviewing the Results and Conclusion 🚀 Get started with Roboflow Rapid: https://rapid.roboflow.com/

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