Mobile Algorithm Deployment Intern

2 Months ago • All levels

Job Description

This internship focuses on computer vision SDK development and algorithm deployment on edge NPUs. Responsibilities include optimizing performance, following model quantization and optimization processes, and modifying models based on hardware optimization. The role also involves designing model evaluation systems for business scenarios and improving accuracy through data augmentation and loss function optimization. Candidates should have strong C++/Python skills and be familiar with model compression algorithms.

Good To Have:

Mobile application development or Unity experience

Must Have:

Bachelor's degree or above
Strong C++/Python development and algorithm engineering capabilities
Paper reading and reproduction capabilities
Familiarity with quantization and other model compression algorithms
Good communication and collaboration skills
Passion for technical challenges and business implementation
Internship for more than 4 days a week, lasting more than 6 months

Add these skills to join the top 1% applicants for this job

communication

cpp

unity

game-texts

computer-vision

python

algorithms

Job Description

1. Responsible for SDK development in the direction of computer vision and algorithm deployment and performance optimization on the edge NPU;

2. Follow up on model quantization and optimization processes, and modify models based on hardware optimization;

3. Design a model evaluation system based on business scenarios, and improve accuracy through data augmentation, loss function optimization, and other means.

Job Requirements

1. Bachelor's degree or above, strong C++/Python development and algorithm engineering capabilities, as well as paper reading and reproduction capabilities;

2. Familiar with model compression algorithms such as quantization, possess good communication and collaboration skills, and are passionate about technical challenges and business implementation;

3. Mobile application development or Unity experience is preferred.

4. Intern for more than 4 days a week, lasting more than 6 months, and those who can start as soon as possible are preferred.

Set alerts for new jobs by Paper Stacking games

Set alerts for new jobs in China