Type of course:
Digital learning, Lesson
Language:
EN
Duration:
10 minutes
Workload:
2 hours
Proficiency:
Advanced
Target:
Professionals, Students
This nugget about bin picking and AI-based image recognition is developed by the Czech Technical University of Prague.
The Bin picking process is explained and a 5-step (capture image, detect part, determine position and orientation per part, detect occlusions and determine the highest un-occluded part) solution to do this. The model for estimation of part orientation is described in detail.
Python practice is part of the education.
Learning outcomes
- Prepare an image data set for training of a neural network
- Implement and train a convolutional neural network (CNN) model
- Use a CNN model to predict orientation of an object in space
Course Content
Topics
Digital Transformation, Artificial Intelligence (AI)
Provided by
-
Czech Technical University
+224
enrolled
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