Alpaca

Key Skills

Software

OpenCV AI Kit (OAK)

Top Subject Matter

LED Electronics Engineer Assistant

Top Data Types

Computer Code Programming

Image

Audio

Top Task Types

Data Collection

Cuboid

Segmentation

Freelancer Overview

In my outstanding graduation project, Smart Fruit Weighing System Based on STM32 and OpenMV, I independently completed the full-process development of the AI fruit recognition module. For the core OpenMV image classification model, I independently finished the entire process of data collection and annotation. To adapt to the recognition requirements in retail scenarios, I collected nearly 1,000 sample images of 8 common types of fruits including apples, bananas, and oranges, covering different lighting intensities, placement angles, and ripeness levels. I manually completed the category labeling and calibration for all samples, addressing the issue of insufficient sample diversity. On this basis, I completed the training and parameter tuning of the lightweight classification model based on TensorFlow Lite, and finally deployed the model to the OpenMV hardware end, achieving a real-time recognition accuracy of over 95%. I have fully mastered the full-cycle AI development capabilities ranging from data labeling and model training to edge-end deployment.

Education

Work History