ABB is looking to implement a computer vision system to improve manufacturing processes by capturing images of parts on a conveyor, counting parts, and detecting defects.
Requirements
- Design and implement a computer vision system to capture images of parts on a conveyor,
- Select the technical elements to build the solution,
- Develop machine learning models for part counting and defect detection,
- Work with image processing techniques to ensure high-quality image analysis,
- Integrate the solution with our existing manufacturing systems,
- Test and validate the solution in real manufacturing environments,
- Document development processes and provide support for troubleshooting,
Responsibilities
- Design and implement a computer vision system to capture images of parts on a conveyor,
- Select the technical elements to build the solution,
- Develop machine learning models for part counting and defect detection,
- Work with image processing techniques to ensure high-quality image analysis,
- Integrate the solution with our existing manufacturing systems,
- Test and validate the solution in real manufacturing environments,
- Document development processes and provide support for troubleshooting,
Other
- Currently enrolled in a bachelor's degree program in computer science, computer engineering or a related field, within the United States.
- Intern must have reliable transportation to and from the worksite
- Must be legally authorized to work in the United States without company sponsorship now and in the future.
- Utilize critical thinking skills to analyze complex situations and develop strategic solutions
- Effectively organize and prioritize tasks to meet deadlines
