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Fan Wu's Projects

2019_knowledge icon 2019_knowledge

Read the literature and record the thoughts during the experiment.

2020_knowledge icon 2020_knowledge

Usual learning accumulation, as well as looking at the code and ideas realized in the paper.

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

g2o icon g2o

g2o: A General Framework for Graph Optimization

gpy icon gpy

Gaussian processes framework in python

grad-cam.pytorch icon grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

slam-course-solutions icon slam-course-solutions

According the `https://github.com/conorhennessy/SLAM-Course-Solutions` and `http://ais.informatik.uni-freiburg.de/teaching/ws13/mapping/index_en.php`. However, this solutions will be made by python.

sporco icon sporco

Sparse Optimisation Research Code

theseus icon theseus

A library for differentiable nonlinear optimization

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