Internship - 3D object detection and recognition
Ora
Summary
MERL is looking for a self-motivated intern to work on 3D object detection and recognition using computer vision.
Job description
Research Topics
- Monocular/multi-view/aerial 3D object detection
- 3D object detection with large foundation models
- Open-vocabulary or auto-vocabulary 3D object detection and recognition
- Domain adaptation or generalization in 3D object detection
- Data-efficient methods for 3D object detection
- Small 3D object detection
Responsibilities
- Collaborate with MERL researchers to develop algorithms
- Prepare manuscripts for scientific publications
The duration of the internship is ideally to be at least 3 months with a flexible start date.
Requirements
- Strong background in computer vision and machine learning
- PhD student
- Published at least one paper in a top-tier CV/ML/AI venue (e.g., CVPR, ECCV, ICCV, ICML, ICLR, NeurIPS, AAAI)
- Proficiency in Python programming
- Familiarity with at least one deep learning framework
- Experience with Python, PyTorch, and 3D object detection datasets (e.g., ScanNet, WildDet3D-Data)
- Experience with 3D object detection strongly preferred
- Commitment to internship of ideally at least 3 months
Benefits
- Relocation Stipend
- Covered Travel To And From MERL
- Monthly Charlie Card
- Health Insurance
- Professional Development Opportunities
- Weekly Social Gatherings
Company overview
Ora is the world's leading full-service ophthalmic drug and device development firm, operating as a specialized contract research organization (CRO) focused exclusively on ophthalmology. Founded in 1974 and headquartered in Andover, Massachusetts, the company has over 45 years of experience in advancing eye care innovations globally. Ora provides comprehensive research and development services spanning preclinical studies, clinical trials, regulatory strategy, and product development for both pharmaceutical and medical device companies. With operations across the United States, United Kingdom, Australia, and Asia, the company has helped clients achieve more than 85 product approvals to date. Ora's expertise covers a wide range of ophthalmic conditions including allergy, dry eye, retina diseases, glaucoma, and anti-infective therapies. The company employs over 500 ophthalmology specialists who utilize proprietary clinical models, integrated data solutions, and global regulatory strategies to accelerate product development from concept to market. Ora serves a diverse client base ranging from startups to global pharmaceutical and device companies, positioning itself as the trusted partner for ophthalmic innovation worldwide.