jobapplierICL_Vision-Language Model Development Intern (W100)
itri
- Taiwan
- Internship
- Intern/New Grad
- Posted
This internship is in ITRI's Information and Communications Research Laboratories(ICL).
Responsibilities
Intern will work on the following topics / tasks
- Data Collection and Integration: Assist in collecting and integrating visual-language model (VLM) training data, including images, text, and corresponding descriptions, ensuring data diversity and quality.
- Data Cleaning and Processing: Clean and format collected data to meet training requirements and ensure consistency.
- Data Annotation: Perform semantic annotation of images and text according to established guidelines, supporting the accuracy of cross-modal learning.
- Data Verification: Check the accuracy of annotated data, assist in identifying and correcting potential errors, and improve data quality.
- Model Training Support: Assist in running and testing pre-trained VLM models, provide feedback based on the data characteristics, and contribute to model optimization.
Requirements
- Current undergraduate or graduate student, preferably in Computer Science, Artificial Intelligence, or related fields.
- Proficiency in Python programming.
- Basic understanding of the data annotation process. Prior experience in image or text annotation is a plus, with the ability to follow annotation guidelines and ensure accuracy.
Preferred
- Familiarity with deep learning frameworks (e.g., TensorFlow, PyTorch) is a plus.