computer vision

Doan Nguyen Tran Hoan

Personal info

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091*******

ć ******************@*****.***

Ho Chi Minh City, Vietnam

Links

a tranhoan1603

] Doan Hoan

Skills

IJ Python(Expert), C++(Expert),

Javascript(Proficient),

C#(Proficient), Java(Prior Profi-

cient)

Ț LATEX, HTML(Proficient),

CSS(Proficient)

Ð Linux/Ubuntu

Other Git, SQL

Education

University of Information Technology, Vietnam Na-

tional University HCMC

August 2021 – Janurary 2025(Expected)

Honors Program in Computer Science

GPA: 8.65/10 (3.46/4.0)

Experience

Research Student

October 2023 – Current

• Contributed to the Image Counter-foresics project.

• Read research papers, conducted experiments, analyzed data, and provided insights into the research process.

Academic Projects

• Image counter-forensics:

– The input is a forged image, the output is a processed image which is similar to the input image and deceives forgery detec- tion models.

– Combining existing model to enhance performance in forgery removal task.

– Technologies used: Python, Pytorch.

• Image-Based Virtual Try-On:

– This is an application that allows users to change the clothes they want without trying them on directly. All you need is a photo of yourself and the clothes you want to try on.

– Technologies used: Python, Tensorflow, OpenCV, Streamlit.

• Facial Expression Recognition:

– Recognize facial expression: Anger, Disgust, Fear, Sadness, Hap- piness, Surprise, Neutral.

– Using vision transformer with attentive pooling for robust facial express recognition.

– Technologies used: Python, Pytorch, OpenCV.

– Build an app for facial express recognition, in this, you just need to provide the face image you want to recognize.

Hornors and Awards

• Consolation prize in Vietnam Mathematical Olympiad 2021 Certifications

• Coursera

– Problem Solving Using Computational Thinking - Credential ID: MGY94SM84KY9

– Introduction to Computer Vision and Image Preprocessing - Cre- dential ID: XXVYGQGELJJN

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