Kaichun Mo

partnet_dataset. PartNet Dataset Official Release Repo

PyTorchEMD. PyTorch Wrapper for Earth-Mover-Distance (EMD) for 3D point cloud regression

structurenet. StructureNet: Hierarchical Graph Networks for 3D Shape Generation

SpatialTransformerLayer. Protocol Buffer

where2act. Where2Act: From Pixels to Actions for Articulated 3D Objects

partnet_anno_system. PartNet 3D Web-based Shape Parts Annotation System

partnet_seg_exps. PartNet Shape Segmentation Experiments Code Repo

pt2pc. PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions

PanoramaImageViewer. Panorama Image Viewer and Cropper

o2oafford. O2O-Afford: Annotation-Free Large-Scale Object-Object Affordance Learning (CoRL 2021)

AdobeIndoorNav. Repository of data and tools for the AdobeIndoorNav dataset

structedit. StructEdit: Learning Structural Shape Variations

ogn. CS 468 Final Project: Implement more caffe layers to do OGN-based auto-encoder and GAN experiments

Facial-Recognition. Facial Expression Classification

simple_nodejs_userstudy. Simple NodeJs Web-based User Study Interface for Researchers

psg_pytorch. PointSetGen PyTorch Implementation

stanford-cs348n-assignment1-winter22. Python

poseidon. Poseidon: Distributed Deep Learning Framework on Petuum

caffe. adding Spatial Transformer Layer

awesome-deep-vision. A curated list of deep learning resources for computer vision

tensorflow-value-iteration-networks. TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

stanford-cs348n-assignment3-winter22. Python

deep-reinforcement-learning-networks. A list of deep neural network architectures for reinforcement learning tasks.

cs228-notes. Course notes for CS228: Probabilistic Graphical Models.

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

blender_render_view_centric_pts. blender_render_view_centric_pts

pix2vox. Sketch-Based 3D Exploration with Stacked Generative Adversarial Networks

neural-style. Torch implementation of neural style algorithm

recurrent-spatial-transformer-code. Code for Recurrent Spatial Transformer Networks

django. The Web framework for perfectionists with deadlines.

docker. Docker - the open-source application container engine

generative-models. Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

mitsuba-shapenet. Mitsuba for ShapeNet

tutorials. A series of machine learning tutorials for Torch7

deep_learning_glossary. Simple, opinionated explanations of various things encountered in Deep Learning

voxnet. 3D/Volumetric Convolutional Neural Networks with Theano+Lasagne

pcl. Point Cloud Library (PCL)

seaborn. Statistical data visualization using matplotlib

three.js. JavaScript 3D library.

impress.js. It's a presentation framework based on the power of CSS3 transforms and transitions in modern browsers and inspired by the idea behind prezi.com.

gpgpu-sim. Computer System(1)'s final project, to modify gpgpu-sim's register file's latency