Shane Wang (dontLoveBugs)

dontLoveBugs

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Location:Beijing, China

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Shane Wang's repositories

DORN_pytorch

PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation

CSPN_monodepth

Unofficial Faster PyTorch implementation of Convolutional Spatial Propagation Network

SideWindowFilter

The Pytorch Implementation of Side Window Filtering

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SupervisedDepthPrediction

Pytorch framework for supervised depth prediction

StereoMatch

The python implementation of the traditional stereo matching methods including BM and SGBM

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CV_interviews_Q-A

CV算法岗知识点及面试问答汇总,主要分为计算机视觉、机器学习、图像处理和 C++基础四大块,一起努力向offers发起冲击!

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depth-refinement-and-normal-estimation

A graph-based framework to refine a noisy and possibly incomplete depth map and estimate the corresponding normal map.

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GDTrainingFramework

General distributed training framework based on Pytorch

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ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

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MyTorch

Fast, Easy Traning Modules of PyTorch.

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3DVideos2Stereo

Code to extract stereo frame pairs from 3D videos, as used in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, arXiv:1907.01341"

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box-convolutions

PyTorch code for the "Deep Neural Networks with Box Convolutions" paper

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cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

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d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

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DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

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geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

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hfnet

From Coarse to Fine: Robust Hierarchical Localization at Large Scale with HF-Net (https://arxiv.org/abs/1812.03506)

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HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

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InfiniTAM

A Framework for the Volumetric Integration of Depth Images

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ip_basic

Image Processing for Basic Depth Completion

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netvlad_tf_open

Tensorflow port of https://github.com/Relja/netvlad

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numpy-dl

Naive numpy implementaion of machine learning methods

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PlotNeuralNet

Latex code for making neural networks diagrams

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PointRend-PyTorch

A PyTorch implementation of PointRend: Image Segmentation as Rendering

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PSMNet

Pyramid Stereo Matching Network (CVPR2018)

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pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

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self-supervised-depth-completion

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

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yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

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