About this role
Leveraging Sony’s world-leading sensor technology, Pentas Vision is committed to advancing the deep integration of AI and imaging systems. We are looking for a motivated AI researcher intern to support research and development in image enhancement and next-generation sensor algorithms. This role is ideal for students eager to gain hands-on experience with modern imaging technologies and AI-based image restoration techniques. What you will be doing • Support the research and development of image enhancement algorithms, including denoising, deblurring, super-resolution, low-light enhancement, and HDR. • Explore and evaluate state-of-the-art AI models, including diffusion-based and deep learning–based restoration methods. • Assist in prototyping and validating algorithms for advanced image sensor concepts. • Perform experiments, analyze results, and prepare technical summaries and visualizations of image quality improvements. • Work with real sensor data to test algorithms and contribute to proof-of-concept (PoC) development. • Collaborate with the team to support integration and testing of imaging algorithms in larger system pipelines. What you should have • Bachelor’s degree or above (ongoing or completed) in Electrical Engineering (EE), Computer Science (CS), Computer Engineering (CE), or a related engineering major. • Strong interest in image processing, computer vision, or AI-driven imaging applications. • Basic programming skills in Python, with familiarity in common ML or CV libraries. • Curiosity to explore new algorithms, run experiments, and understand image quality evaluation. • Good analytical thinking, attention to detail, and willingness to learn. • Effective communication skills and the ability to document findings clearly. Preferred Qualifications • Exposure to deep learning frameworks (e.g., PyTorch or TensorFlow). • Experience with any imaging-related coursework or projects (e.g., super-resolution, denoising, HDR, low-light enhancement). • Familiarity with modern image sensor concepts or computational photography is a plus. • Interest in diffusion models, generative AI, or modern image restoration research. Key Assignment & Projects (Internal reference for school internships only): Contribute to AI-driven image enhancement research by experimenting with state-of-the-art restoration models and advanced sensor data to support proof-of-concept algorithm development.
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