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algorithm-engineer-prepares

A brief collections of (minimal) required knowledge for algorithm engineers. Including computer vision, deep learning, machine learning and other basic algorithms

cyclegan-pytorch

An easy-to-modify and easy-to-follow re-implementation of CycleGAN (cycle-consistent generative adversarial network) in PyTorch

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.

games101-codes

ucsb games101 (overview of computer graphics) codes

guided-filter-cpp

implementation of Guided Filter [Kaiming He, ECCV10] using C++

image-classification-pipeline

An easy to run and modify pipeline project for image classification. Support folder and csv format dataset.

image-generation-pipeline

image-segmentation-pipeline

Codebase for semantic segmentation that you can get started and modify without too much effort.

jzsherlock4869

jzsherlock4869.github.io

jzsherlock4869.github.io

leetcode-by-category

leetcode solutions and summarizations organised by problem category (array, string, bfs, dp, tree etc.)

lowlevel-book-codebase

Source code for book "Image algorithms for low-level vision tasks" (Jia. 2024)

mavoc-sar-eo-track

PBVS 2022 Multi-modal Aerial View Object Classification Challenge Track 2 (SAR+EO) 6th Solution

opencl-gamma-example

An example mini-project using OpenCL to conduct gamma transform of images

pose-estimation-pipeline

simple human pose estimation, keypoints detection. Support MPII and COCO format dataset. (annotation converter for MPII .mat included)

pyseismic

python tools for seismic ground-roll (surface wave) simulation

pytorch-unet-for-retina-vessel-segmentation

a simple and easy to follow pytorch implementation of U-net for retina vessel segmentation

reinforcement-learning-sutton-code

Implementations of methods in book <Reinforcement Learning: an introduction> by Sutton Barto, using Python.

rgbw-fusion-denoise

codebase for RGBW fusion and denoising challenge of MIPI 2022 (team jzsherlock)

tisr_aptx4869

Source code of team APTX4869 (3rd in x2 MR2HR PSNR/SSIM metrics) in Thermal Image Super-Resolution Challenge Results - PBVS 2023