Our client, a leading manufacturer of high-end household appliances, is expanding into new smart product lines. As part of this strategic initiative, a large-scale global program is being implemented across the company's IP portfolio. This includes the development of new embedded software, enhancements to cloud infrastructure.

• Work directly with computer vision perception engineers, and camera ISP engineers.
• Define the image quality requirements for customer use cases
• Develop image processing algorithms to optimizing the camera image quality for performance improvement of computer vision applications
• Develop custom ML models for visual recognition and training it from scratch
• Quantization and pruning the ML models
• Data evaluation using relevant metrics to increase the model performance
• Implement computer vision/image processing algorithms in fast/optimal C++ code
• Implement heuristic/math algorithms and probabilistic methods for camera AI
• Research existing C++ solutions for CV logic
• Develop cross platform C++ code
• Cover algorithms and CV code with unitest
• Ramp up on new technologies related to CV/ML/algorithms (not R&D)
• Integrate machine learning modules into algorithms