kwea123
AI R&D in computer vision. Doing VTuber about DL algorithms. Check my channel! If you find my works helpful, please consider sponsoring! 我有在做VTuber，歡迎訂閱我的頻道！
Luma AITaipei
Pinned Repositories
CasMVSNet_pl
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning
fish_detection
Fish detection using Open Images Dataset and Tensorflow Object Detection
gaussian_splatting_notes
A detailed formulae explanation on gaussian splatting
nerf_pl
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
nerf_Unity
Unity project for nerf_pl (Neural Radiance Fields)
ngp_pl
Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)
nsff_pl
Neural Scene Flow Fields using pytorch-lightning, with potential improvements
OpenVTuberProject
Open Vtuber project containing all sub projects
pytorch-cppcuda-tutorial
tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
VTuber_Unity
Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!
kwea123's Repositories
kwea123/nerf_pl
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
kwea123/ngp_pl
Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)
kwea123/VTuber_Unity
Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!
kwea123/gaussian_splatting_notes
A detailed formulae explanation on gaussian splatting
kwea123/pytorch-cppcuda-tutorial
tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
kwea123/CasMVSNet_pl
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning
kwea123/OpenVTuberProject
Open Vtuber project containing all sub projects
kwea123/nerf_Unity
Unity project for nerf_pl (Neural Radiance Fields)
kwea123/nsff_pl
Neural Scene Flow Fields using pytorch-lightning, with potential improvements
kwea123/fish_detection
Fish detection using Open Images Dataset and Tensorflow Object Detection
kwea123/Coordinate-MLPs
Experiments of coordinate MLPs
kwea123/MVSNet_pl
MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning
kwea123/MINER_pl
Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning
kwea123/python-ray-tracing-with-cuda-example
An example of cuda ray tracing in pure python syntax.
kwea123/pytorch-lightning-tutorial
Pytorch lightning tutorial using MNIST
kwea123/Unity_live_caption
Use Google Speech-to-Text API to do real-time live stream caption on Unity! Best when combined with your virtual character!
kwea123/pytorch_cppcuda_practice
Practice to write cpp/cuda extension for pytorch
kwea123/awesome-NeRF
A curated list of awesome neural radiance fields papers
kwea123/dino_pl
Reimplementation of Self-Supervised Vision Transformers with DINO in pytorch-lightning
kwea123/kwea123
kwea123/gsplat
CUDA accelerated rasterization of gaussian splatting
kwea123/mipnerf_pl
Unofficial pytorch-lightning implement of Mip-NeRF
kwea123/python-ray-tracing-with-numpy-example
Example of ray tracing with numpy in pure python syntax
kwea123/nerfacc
A General NeRF Acceleration Toolbox in PyTorch.
kwea123/mvsnerf
kwea123/PaintingLight
Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)
kwea123/DPT
Dense Prediction Transformers
kwea123/kwea123.github.io
kwea123/RAFT
kwea123/PerceptualSimilarity
LPIPS metric. pip install lpips