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Chengle's Projects

agcounts icon agcounts

Code for the technical report on the ActiLife counts algorithm.

alist icon alist

🗂️A file list program that supports multiple storage, powered by Gin and Solidjs. / 一个支持多存储的文件列表程序,使用 Gin 和 Solidjs。

alphapose icon alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

book icon book

Deep Learning 101 with PaddlePaddle (『飞桨』深度学习框架入门教程)

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dl-for-har icon dl-for-har

Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the International Symposium on Wearable Computers 21' (ISWC 21')

frp icon frp

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

graph-transformer icon graph-transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

imu-study icon imu-study

对常见IMU芯片的原理、驱动和数据融合算法整理,以区分某度、某坛上面碎片化严重到影响入坑的乱象

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.

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