Скачать или смотреть Bottle and Cup Detection with YOLOv3 and Color and Liquid Level Detection with Image Processing

This semester, for the Robotics module lectured by Dr.-Ing Soner Emec of our university, I and my colleagues have managed to make a project that recognizes bottles and cups with object detection and recognizes color and liquid levels with image processing.

We have used YOLOv3 as the detector and COCO-Database as a pretrained dataset for this project. Our main goal was to adapt machine learning and image processing technologies to Industrie. A simulation like this can refer us that with machine learning we can build a quality management system.

We have achieved our goals getting frames from both webcam and from screen.

used videos for the screen:

   • How to Make a Latte Art Heart | Perfect Co...  
   • Which Reusable Coffee Cup is Best?  


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