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Pin-Wei "David" Chen's Projects

asv_ros icon asv_ros

This repo is for autonomous surface vehicles

caffe icon caffe

Caffe: a fast open framework for deep learning.

gan_rv icon gan_rv

Using Generative Adversarial Network in Robotic Vision

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

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.

multi_view_cnn icon multi_view_cnn

This repository is for point cloud classification using multi-view convolution neural network

parkingdemo icon parkingdemo

Taipei City Parking Lot Information Query System Demo

pcl icon pcl

Point Cloud Library

pygoturn icon pygoturn

PyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

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