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Hi there, I am Dat Nguyen 👋

About me

I am a student at University Paris Saclay, specializing in Master's in Artificial Intelligence. I am passionate about AI, machine learning, and software development, and I am always eager to explore new exciting projects.

  • 🔭 Currently, I'm working on projects related to deep learning, and machine vision.
  • 🌱 I'm continually learning new technologies and deepening my knowledge in AI and programming.
  • 🎓 I'm open to collaboration opportunities on innovative projects in the fields of AI and software development.

My skills

  • Python (pytorch, tensorflow, sklearn,...)🐍
  • C, C++, C#, Java 📱
  • Artificial Intelligence / Machine Vision 📲

My projects

cGAN in image segmentation:

A cGAN model generating segmented images from input Cityscape dataset images

Details

Stacks:
  • Python
  • Pytorch
  • CNN, cGAN, Unet

Apply auto-encoder on distance estimation in drone navigation:

Integrate a distance estimation auto-encoder model into a drone control system, allowing for the estimation of the drone's location based on the depth information derived from its camera feed; therefore, having suitable coressponding action.

Details

Stacks:
  • Python (NumPy, Pycharm,...)
  • Machine Learning (Auto Encoder, Reinforcement Learning, Pytorch)
  • Vicon system
  • Tello Drone (connect via wifi)

DCGAN - generating images from noise:

A Deep convolutional NN model generating images from noise.

Details

Stacks:
  • Python
  • ML (CNN, Pytorch,...)

3D Objects shape retrieval using view-based method:

A NN model for shape retrieval using view-based method.

Details

Stacks:
  • Python (NumPy, Jupiter, Gzip,...)
  • Machine Learning (Pythorch, Resnet18,...)
  • 3D modeling (trimesh, .ply)

VR Tower of Hanoi Game 🕹ī¸

A VR tower of Hanoi game using Three.js applied physics engine runable on both VR environment (recommended) and laptop.

Details

Stacks:
  • Frontend: React, Three.js, HTML, CSS
  • Backend: Node.js, AmmoPhysics (Addapt version of Bullet), Java
  • VR: Oculus

Languages and Tools:

arduino azure bash c cplusplus csharp css3 git html5 java javascript mysql nodejs opencv pandas php pytorch scikit_learn tensorflow unity wx_widgets

DatTrongNg

 DatTrongNg

Dat Nguyen's Projects

mygans icon mygans

A Simple GANs model, generating images from cow and horse models

tello_swarm icon tello_swarm

Using DenseDepth for controlling swarm drones formation

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