- Cape Town CBD
- Salary: R80 000.00 - R100 000.00 Per Month
- Job Type: Permanent
- Sectors: IT
- Benefits: Medical Aid
- Reference: IV002
Vacancy Details
Employer: InstaVid360
We're looking for an experienced computer vision engineer to develop image recognition, segmentation and processing for the automotive industry.
You might be a good match if:
- You have 3+ years of experience in computer vision.
- You have 3+ years of experience in general backend software development.
- You're proficient in Python and have experience with popular computer vision libraries such as OpenCV.
- You have experience deploying and maintaining computer vision systems in production environments.
- You're able to attend the occasional in person meeting in Cape Town.
What you'll do:
- Develop and implement algorithms for image processing using Python and OpenCV.
- Cut out vehicle images and add shadows underneath them.
- Collaborate with other team members to integrate computer vision components into the project.
- Test and optimise algorithms for performance and accuracy.
- Use image segmentation techniques to accurately cut out vehicle images from a background.
- Add realistic shadows underneath the vehicle images.
- Use perspective transformation techniques to adjust the orientation of the shadows based on the position of the vehicle.
- Use colour space transformations for performing image enhancements such as brightness/contrast and saturation adjustments.
- Work with large datasets of vehicle images and implement efficient processing pipelines.
- Use image quality assessment metrics to evaluate the effectiveness of image processing algorithms.
- Use camera calibration techniques for correcting distortion in images.
Required Skills
- Python: 2 to 3 years
- Computer Vision: 2 to 3 years
Candidate Requirements
Python and Open CV
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