LiangWenkai's repositories
2020_algorithm_intern_information
2020年的算法实习岗位/校招公司信息表，和常见深度学习基础知识笔记、算法岗面试题答案，及暑期计算机视觉实习面经和总结。
awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
Awesome-AI-algorithm
人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码
awesome-ISP
A curated list of awesome ISP frameworks, papers, libraries, resources, and shiny things.
ban-vqa
Bilinear attention networks for visual question answering
auto_white_balance
A white balance algorithm based on dark channel priority.
Book
:green_book:我的个人书籍学习和收藏
DBCNN
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
GLCIC-PyTorch
A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".
Interview-Notes
包含机器学习、深度学习、图像处理、c++等视觉算法岗面试必备基础知识
ISP-Guide
Image Signal Processing (ISP) Guide. Learn all about the process of converting an image/video into digital form by performing tasks like noise reduction, filtering, auto exposure, autofocus, HDR correction, and image sharpening with a Specialized type of media processor.
MATLAB_SAR
A basic MATLAB library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.
Medical-image-registration-Resources
Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
MobileNetV3-SSD-Compact-Version
MobileNetV3 SSD的简洁版本
PolSAR-dual-domain-filter
SIRV-Based High-Resolution PolSAR Image Speckle Suppression via Dual-Domain Filtering
Real-Time-Semantic-Segmentation
lightweight and efficient cnn for semantic segmentation, my blog address:
SegLoss
A collection of loss functions for medical image segmentation
segmentation_models
Segmentation models with pretrained backbones. Keras.
semseg
常用的语义分割架构结构综述以及代码复现
STS-CNN
Q. Zhang, Q. Yuan, C. Zeng, X. Li, and Y. Wei, “Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network,” IEEE TGRS, 2018.
study_Book
本项目收集了计算机类常用电子书整理，附带下载链接，包括Java，Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端、TensorFlow、pytorch、keras。NLP、机器学习，深度学习、大数据系列(Spark,Hadoop,Scala,kafka）等书籍
YOLO-Multi-Backbones-Attention
Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite