Ying Zhi's repositories
cs234-assignments
Stanford CS234: Reinforcement Learning assignments and practices
mat-renderer
A simple differentiable material renderer
cs231n-assignments
Stanford CS231n: Convolutional Neural Networks for Visual Recognition assignments and practices
height2normal
Differentiable height map to normal map conversion, using PyTorch
Voigt-Kampff
Modular implementation of Reinforcement Learning agents and environments.
data-book-python
Python code for the book: Data Driven Science & Engineering, authors: Steven L. Brunton, J. Nathan Kutz
dense-grid-image-reconstruction
Image reconstruction experiments using coordinate neural networks and dense grid
nn-diagnostics
Debugging tools for pytorch neural networks
spherical-harmonics
Pure python Spherical Harmonics functions to encode directional information
cs294-158-assignments
CS294-158-SP20 Deep Unsupervised Learning -- UC Berkeley, Spring 2020 assignments
lift-splat-shoot
Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D (ECCV 2020)
markdown-index-autogen
Automatically generate / refresh markdown index with updated folder structure
onnx-analyzer
Tools for analyzing onnx models
paper-collections
A place to collect and sync papers I found helpful.
paper-vision-graphics
Collected papers for computer graphics
pointcloud-experiments
Playground for point cloud 3D data, to have a better understanding of it
pytorch-onnx-exporter
Tool to export pytorch model as onnx graph
Pytorch_Generalized_3D_Lane_Detection
PyTorch implementation of 'Gen-LaneNet: a generalized and scalable approach for 3D lane detection'
sphere-mapping
Bijective mappings for sphere surface and plane.
Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
tinyrenderer
My implementation following tinyrenderer (https://github.com/ssloy/tinyrenderer) course
torch-spherical-harmonics
Real Spherical Harmonics for PyTorch