Machine Learning Computer Vision

Vo Duy Hung

097******* ********@*****.*** https://www.linkedin.com/in/hung-vo-1695a9181/ github.com/HungVoCs47 Education

Ho Chi Minh City University of Technology - OISP (HCMUT) Sep. 2020 – Present Bachelor’s degree, Computer Science

• Orientation: Artificial Intelligence

• Weighted GPA: 7.61

Projects

Real-time gender classification Convolutional Neural Network

• Detect gender refers to an individual’s personal and social identity throught the individual’s image

• Real-time gender detection using webcam (Male/Female)

• For further references: Gender Classification

Movie Recommendation System and Sentiment Analysis Cosine Similarity, Naive Bayes Classifier, Flask, SQ

• Filtering and providing suggestions for any types of movies which are required

• Sentiment Analysis of IMDB Movie Reviews

• Deploy Machine Learning Model using Flask and update the Model using new data stored in SQLite

• For further references: Recommended Movie System Real-time Handwritten Digits Recognition Multi-layer Perceptron

• Read image of the Handwritten using webcam and convert the data to MNIST format

• Predict the digits (0-9) of the real-time Handwritten image

• For further references: Handwriting Digits Recognition Programming Skills

Languages: C++, Python

Algorithms: A* Algorithms(DFS, BFS, Shortest Path algorithms ), Dynamic Programming Frameworks: Flask, Tensorflow, Scikit-Learn (basic) Tools: Git

Machine Learning Knowledge

Model evaluation: K-fold cross-validation, grid-search, F1-score, regularization, gradient descent, drop out, XGBoost Supervised learning: KNN, Logistic Regression, Linear Regression, Support Vector Machime, Naive Bayes Classifier, Multilayer Perceptron(MLP), Evolutionary Algorithms Unsupervised Learning: K-Means, Decision Tree, Principal component analysis(PCA), Hierarchal Clustering, Random forest

Deep Learning: Convolutional Neural Network(CNN)

Courses

Machine Learning Course - Mentor: Dinh Quang Vinh

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