jiazhuang's repositories
algorithm-engineer-prepares
A brief collections of (minimal) required knowledge for algorithm engineers. Including computer vision, deep learning, machine learning and other basic algorithms
pytorch-unet-for-retina-vessel-segmentation
a simple and easy to follow pytorch implementation of U-net for retina vessel segmentation
cyclegan-pytorch
An easy-to-modify and easy-to-follow re-implementation of CycleGAN (cycle-consistent generative adversarial network) in PyTorch
image-classification-pipeline
An easy to run and modify pipeline project for image classification. Support folder and csv format dataset.
TISR_APTX4869
Source code of team APTX4869 (3rd in x2 MR2HR PSNR/SSIM metrics) in Thermal Image Super-Resolution Challenge Results - PBVS 2023
reinforcement-learning-sutton-code
Implementations of methods in book <Reinforcement Learning: an introduction> by Sutton Barto, using Python.
guided-filter-cpp
implementation of Guided Filter [Kaiming He, ECCV10] using C++
mavoc-sar-eo-track
PBVS 2022 Multi-modal Aerial View Object Classification Challenge Track 2 (SAR+EO) 6th Solution
denoise-ignet
code of arxiv paper "Exploring Inter-frequency Guidance of Image for Lightweight Gaussian Denoising"
exposure-fusion-cpp
Exposure fusion method implemented in C++, which combines multi-expo images to high quality image.
image-segmentation-pipeline
Codebase for semantic segmentation that you can get started and modify without too much effort.
lowlevel-book-codebase
Source code for book "Image algorithms for low-level vision tasks" (Jia. 2024)
pose-estimation-pipeline
simple human pose estimation, keypoints detection. Support MPII and COCO format dataset. (annotation converter for MPII .mat included)
games101-codes
ucsb games101 (overview of computer graphics) codes
jzsherlock4869.github.io
jzsherlock4869.github.io
leetcode-by-category
leetcode solutions and summarizations organised by problem category (array, string, bfs, dp, tree etc.)
opencl-gamma-example
An example mini-project using OpenCL to conduct gamma transform of images
RGBW-fusion-denoise
codebase for RGBW fusion and denoising challenge of MIPI 2022 (team jzsherlock)