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Li Kang's Projects

mask_rcnn icon mask_rcnn

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

ml-web-app icon ml-web-app

Train and Deploy Simple Machine Learning Model With Web Interface - Docker, PyTorch & Flask

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

model-optimization icon model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pinocchio icon pinocchio

A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

pointflowrenderer icon pointflowrenderer

Code for rendering the point cloud figures in paper: "PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows"

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

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

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointsetgeneration icon pointsetgeneration

Code for ``A Point Set Generation Network for 3D Object Reconstruction from a Single Image''

progit icon progit

Pro Git Book Content, 1st Edition - See 2nd edition at progit2

pu-net icon pu-net

PU-Net: Point Cloud Upsampling Network, CVPR, 2018 (https://arxiv.org/abs/1801.06761)

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