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Yifan Zhu's Projects

cc-fpse icon cc-fpse

Code for NeurIPS 2019 paper "Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis"

completion3d icon completion3d

Source code for baselines of the Stanford 3D Point Cloud Completion Benchmark (completion3d.stanford.edu) and TopNet: Structural Point Cloud Decoder, CVPR 2019

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

daml-shape-completion icon daml-shape-completion

CVPR'18 implementation of (deterministic) amortized maximum likelihood (AML) for weakly-supervised shape completion.

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

g2o icon g2o

g2o: A General Framework for Graph Optimization

g2opy icon g2opy

Python binding of SLAM graph optimization framework g2o

graph icon graph

Graphs and Graph Algorithms in C++, including Minimum Cost (Lifted) Multicuts

igr icon igr

Implicit Geometric Regularization for Learning Shapes

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

occupancy_networks icon occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

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