Yung's repositories
Automatic-Panoramic-Image-Stitching
Automatic Panoramic Image Stitching using SIFT detector and descriptor, RANSAC algorithm for best-fit homograpy, linear blending
Software-Testing-NYCU-2021
IOC5167, Software Testing course in NYCU (Spring 2021)
Global-Wheat-Detection-Competition
Kaggle competition - global wheat detection.
Instance-Segmentation-on-Tiny-PASCAL-VOC-Dataset
In this instance segmentation task, we use Detectron2, developed by Facebook AI Research, to conquer this task. And adopt Mask R-CNN as our main model architecture
Bayesian-Matting-implementation
實作 "A Bayesian Approach to Digial Matting" Paper中的Bayesian Matting進行圖片的前後景分割，將前景合成到另一張圖上。 專案使用到cv2.Diliation、Gaussian Mixture Model、Bayesian Approach等方法來達成前景、後景分割。
OpenGL-Shader
OpenGL. Implement Phong Shading, dissolve effect, and ramp effect by Shader(GPU).
Operating-Systems-Design-and-Implementation-osc2021
⚡️ 64-bit unix-like OS kernel for Raspberry Pi 3B+
Parallel-Programming-NYCU
IOC5181, Parallel Programming @ NYCU, Fall 2021
BayesianClassifier-NaiveBayesClassifier-linearClassifier-ImplementationFromScratch
Python-Implement BayesianClassifier, NaiveBayesClassifier, linearClassifier and evalution method (confusion matrix, ROC curve, AUC) without calling Library
Deep-learning-projects-with-Pytorch
Playing some deep learning projects with Pytorch
Hybrid-image
The Project constructing hybrid images in python, using Discrete Fourier Transform and low/high pass filter to two different images.
3D-Machine-Learning
A resource repository for 3D machine learning
CameraCalibration-FromScratch
Practice how to implement camera calibration from scratch without use cv.calibration()
CarClassifier
CS_T0828, Selected Topics in Visual Recognition using Deep Learning, NCTU. Kaggle competition - image classification for car images
Characteristic-preserving-Latent-Space-for-Unpaired-Cross-domain-Translation-of-3D-Point-Clouds
"Characteristic-preserving Latent Space for Unpaired Cross-domain Translation of 3D Point Clouds," accepted to appear in IEEE Transactions on Visualization and Computer Graphics, 2023.
EDSR-Super-Resolution
Image super resolution. TensorFlow version of the EDSR model in 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017). CS_T0828, Selected Topics in Visual Recognition using Deep Learning, NCTU.
Full-Stack-Web-Development-Courses
Web Development Practice - Full Stack Web Development Courses Online
Image-Pyramid
Implementation of Image-Pyramid, including Gaussian Pyramid and Laplacian Pyramid, from scratch in python
Object-Detector-on-SVHN-Datasets
In this project, we use mmdetection, an open source object detection toolbox based on PyTorch, to train our object detector to detect digit in SVHN dataset
Pytorch-DCGAN-GAN-WAN-
Pytorch implement DCGAN (Deep Convolutional Generative Adversarial Network)、GAN(Generative Adversarial Network)、WGAN(Wasserstein GAN)
raspberry-pi-os
Learning operating system development using Linux kernel and Raspberry Pi
st_nycu_lab4_0856167
The repository is built for lab4(CI/CD with Github Action) of Software-Testing-NYCU-2021
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
Yunyung.github.io
My Personal CV website
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations