Maurice Quach's starred repositories
SparsePCGC
Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression
tensorflow
An Open Source Machine Learning Framework for Everyone
Python-rANSCoder
A lightweight rANSCoder meant for rapid prototyping.
Adabelief-Optimizer
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
PerceptualSimilarity
LPIPS metric. pip install lpips
MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
SparseConvNet
Submanifold sparse convolutional networks
CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
openhardwaremonitor
Open Hardware Monitor
python-plyfile
NumPy-based text/binary PLY file reader/writer for Python
torch-points3d
Pytorch framework for doing deep learning on point clouds.
pcc_geo_cnn_v2
Improved Deep Point Cloud Geometry Compression
pcc_attr_folding
Folding-based compression of point cloud attributes