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 learningbased 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.
