Yun-huei Lee

Key Skills

Software

CVAT

Top Subject Matter

Sport / Sport Biomechanics

Sport / Swimming Teacher

IT / C#

Top Data Types

Image

Text

Video

Top Task Types

Classification

Computer Programming Coding

Data Collection

Emotion Recognition

Fine Tuning

Freelancer Overview

As a freshman in Information Technology, I have gained foundational knowledge in data management, programming, and machine learning through my coursework. While I am new to data labeling and AI training specifically, I have developed strong analytical and problem-solving skills through hands-on projects in programming, data analysis, and database management. Additionally, I am familiar with various data processing techniques and the importance of data quality in AI and machine learning models.

Labeling Experience

Autonomous vehicle object detection project

CVATVideoBounding BoxPolygon

In an autonomous vehicle object detection project, l used polygonal segmentation to annotate objects like pedestrians, vehicles, and traffic signs in video frames. Key steps including selecting the object, using the polygon tool to trace irregular shapes, and refining pre-labeled data manually. Zooming in on complex areas ensure precise alignment with object boundaries. Quality control involved cross-checking annotations and spot-checking for accuracy. By adjusting polygons frames-by-frame.

In an autonomous vehicle object detection project, l used polygonal segmentation to annotate objects like pedestrians, vehicles, and traffic signs in video frames. Key steps including selecting the object, using the polygon tool to trace irregular shapes, and refining pre-labeled data manually. Zooming in on complex areas ensure precise alignment with object boundaries. Quality control involved cross-checking annotations and spot-checking for accuracy. By adjusting polygons frames-by-frame.

2024 - 2024

Education

Work History