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Image Processing Intern at Dolby Laboratories, Inc.

Sunnyvale, California, United States -

Full Time

Start Date

Immediate

Expiry Date

02 May, 26

Salary

0.0

Posted On

01 Feb, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Image Processing, Machine Learning, C/C++, Python, Model Optimization, Analytical Skills, Problem-Solving, PyTorch, TensorFlow, AI, Computer Vision, HDR Imaging, Video Processing, ONNX, Performance Profiling, Optimization Tools

Industry

Computers and Electronics Manufacturing

Description

Analyze and optimize existing ML models for improved inference performance Research and evaluate various optimization approaches suitable for our use cases Benchmark and compare model performance across different strategies Investigate opportunities for architectural improvements Working towards a Master's or PhD degree in Computer Science, Electrical Engineering, or a related field; recent grads who are within 6 months of graduation are also eligible to apply. Currently pursuing MS or PhD in Computer Science, Electrical Engineering, or related field Strong programming skills in C/C++ and Python Experience with machine learning frameworks and model optimization Strong analytical and problem-solving skills Experience with PyTorch, TensorFlow, or other ML training frameworks Familiarity with model optimization techniques Background in image/video processing or computer vision Coursework or projects involving AI for image/video applications Knowledge of HDR imaging or video processing pipelines Familiarity with ONNX Experience with performance profiling and optimization tools

Responsibilities

The intern will analyze and optimize existing ML models for improved inference performance and research various optimization approaches. They will benchmark model performance and investigate opportunities for architectural improvements.