Machine Learning Engineer

Project description

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.

Responsibilities

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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/optim...