Heejun Park's Projects
Uses python Flask server, sqlite, html to create a simple game.
BEVDet λ
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BEVFormer Paper Review and Code Practice
PyTorch BEVFusion Code Practice
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Investigating the Effects of Bag of Tricks for Object Classification Models: ResNet and ViT
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Understanding how Layer Normalization works using PyTorch!
Learning the Basics of Linux System
GitHub Profile ReadMe!
Web-based 3D Point Cloud Visualization and Classification Service. Multi-container Web Application with Docker.
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
PointTransformerv3 practice using PyTorch
CIFAR10 classifier using PyTorch. The classifier uses a CNN.
MNIST digit classifier using PyTorch. The classifier uses a FCN rather than a CNN.
π We developed a Remote Control Autonomous Taxi service called "R-Mutax".
PyTorch version of SCPNet. Clonned from the official repo
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PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
I created a POS tagging LSTM using TF as part of the AI course's assignment task.
Investigating the Vulnerability of 3D Point Cloud Classifiers to Backdoor Attacks Leveraging Transfer Learning
A Study on Transfer Learning-Based Investigation of Backdoor Attack Vulnerabilities in 3D Point Cloud Classifiers
Implementation of Vision Transformer(ViT) using PyTorch. Also using Tensorboard to visualize the results.
Apply Visual Prompt Tuning (VPT) on a ViT model! Let's see if VPT improves the model's performance.
Visual Prompt Tuning code practice