Pengyu Chu

Pengyu Chu

Ph.D. Candidate

Michigan State University

Hello there!

I am a Ph.D. candidate advised by Dr. Zhaojian Li in the RIVAL group at Michigan State University. My primary focus is to develop machine learning models adaptive perception algorithms for robotics. Based on this goal, my research resolves around applied machine learning, image segmentation and vision-based localization in orchard-grown fruit harvesting, visual reasoning as well as reinforcement learning. I am being expected to graduate in Dec, 2023. Previously, I obtained my B.S. in Computer Science at Sichuan University.

✨News✨

  • Aug 2023 PicA has been public! PicA is an AI-powered and user-friendly image annotation tool designed to simplify the process of preparing image datasets.

  • Jul 2023 Our work ALACS has won 🎉 Rain Bird Engineering Concept of the Year Award 🎉 at ASABE Annual International Meeting! I am also invited as a Speaker at the Machine Vision Session to present our work!

  • Nov 2020 Our work MSU Apple Picking Robot is featured at MSUToday 📰 !

Interests
  • Visual Reasoning
  • Multimodal Learning
  • Robotic Perception
  • Embodied AI
Education
  • Ph.D. in Electrical and Computer Engineering, 2018 - 2023

    Michigan State University

  • BSc in Computer Science, 2012 - 2016

    Sichuan University

Featured

Highlighted Projects

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Orchard Segmentation
Panoptic segmentation in the orchard for fruit harvesting robots.
Orchard Segmentation
PicA: Annotation Tool
PicA boosts annotation tasks, such as object detection | counting, and instance | semantic | panoptic segmentation.
PicA: Annotation Tool
ALACS: Apple Localization
An apple 3D Localization technique using laser-camera triangular principle.
ALACS: Apple Localization