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seaun163's Projects

3dcnn.torch icon 3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

aimet icon aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

awesome-object-pose icon awesome-object-pose

This repository is a curated list of papers and open source code for 6D Object Pose Estimation.

brigadier icon brigadier

Fetch and install Boot Camp ESDs with ease.

caffe icon caffe

Caffe: a fast open framework for deep learning.

cpf_segmentation icon cpf_segmentation

Constrained Plane Fitting library for unsupervised segmentation of 3D point clouds

da-rnn icon da-rnn

Semantic Mapping with Data Associated Recurrent Neural Networks

deepslam icon deepslam

Replicating Convolutional Neural Network-based Place Recognition for STAT946

depth_clustering icon depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

dpptam icon dpptam

DPPTAM: Dense Piecewise Planar Tracking and Mapping from a Monocular Sequence

dr-spaam-detector icon dr-spaam-detector

DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data

dynslam icon dynslam

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

frrn icon frrn

Full Resolution Residual Networks for Semantic Image Segmentation

gridmap_laser_rgbd_fusion icon gridmap_laser_rgbd_fusion

Detect 3D obstacle by sensor fusion of 2D laser and RGB-D camera,then 3D obstacle obstacle of not included in 2D gridmap, added into 2D gridmap

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