AI葵's Projects
MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
Unity project for nerf_pl (Neural Radiance Fields)
A General NeRF Acceleration Toolbox in PyTorch.
Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)
Neural Scene Flow Fields using pytorch-lightning, with potential improvements
Starter Kit for the Unity Obstacle Tower challenge
ONNX Runtime: cross-platform, high performance scoring engine for ML models
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Open Vtuber project containing all sub projects
Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)
Point cloud importer & renderer for Unity
LPIPS metric. pip install lpips
An example of cuda ray tracing in pure python syntax.
Example of ray tracing with numpy in pure python syntax
Tensors and Dynamic neural networks in Python with strong GPU acceleration
tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
Pytorch lightning tutorial using MNIST
Practice to write cpp/cuda extension for pytorch
OpenAI gym and personal environments with working models
Personal notes of ROS usage
Improving Semantic Segmentation via Video Propagation and Label Relaxation
Use Google Speech-to-Text API to do real-time live stream caption on Unity! Best when combined with your virtual character!
Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!