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chzhu940222's Projects

3dmfv-net icon 3dmfv-net

Point cloud classification in Real-time using 3DmFV representation and CNNs

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

danet icon danet

Dual Attention Network for Scene Segmentation

deepvo icon deepvo

DeepVO for Visual Odometry Implementation using Tensorflow

densemapnet icon densemapnet

DenseMapNet Keras code of "Fast Disparity Estimation using Dense Networks" paper to appear at ICRA 2018

kitti_groundtruth icon kitti_groundtruth

Ground Truth of KITTI dataset (odometry benchmark) for loop closure detection or visual place recognition

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

monodepth-pytorch icon monodepth-pytorch

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

sparse-to-dense.pytorch icon sparse-to-dense.pytorch

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)

stereonet icon stereonet

StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth prediction model in pytorch. ECCV2018

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