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/