Taipei

AI葵

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@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！

www.youtube.com/channel/UC7UlsMUu_gIgpqNGB4SqSwQ

nerf_pl. NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

2.8k

ngp_pl. Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

1.3k

VTuber_Unity. Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!

808

gaussian_splatting_notes. A detailed formulae explanation on gaussian splatting

599

pytorch-cppcuda-tutorial. tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)

423

CasMVSNet_pl. Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning

293

OpenVTuberProject. Open Vtuber project containing all sub projects

245

nsff_pl. Neural Scene Flow Fields using pytorch-lightning, with potential improvements

224

nerf_Unity. Unity project for nerf_pl (Neural Radiance Fields)

221

fish_detection. Fish detection using Open Images Dataset and Tensorflow Object Detection

136

Coordinate-MLPs. Experiments of coordinate MLPs

105

RL. Jupyter Notebook

79

MVSNet_pl. MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

67

MINER_pl. Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning

61

BlendedMVS_scenes. Quick lookup for BlendedMVS scenes

60

ROS_notes. Personal notes of ROS usage

53

python-ray-tracing-with-cuda-example. An example of cuda ray tracing in pure python syntax.

38

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!

36

pytorch-lightning-tutorial. Pytorch lightning tutorial using MNIST

34

autosub. GUI utility to transcribe/translate from video/audio/subtitles to subtitles

34

pytorch_cppcuda_practice. Practice to write cpp/cuda extension for pytorch

31

hindsight_experience_replay. A tensorflow implementation of hindsight experience replay

17

awesome-NeRF. A curated list of awesome neural radiance fields papers

13

monodepth2. Monocular depth estimation from a single image

10

kwea123.

8

Pcx. Point cloud importer & renderer for Unity

8

dino_pl. Reimplementation of Self-Supervised Vision Transformers with DINO in pytorch-lightning

8

gsplat. CUDA accelerated rasterization of gaussian splatting

7

mipnerf_pl. Unofficial pytorch-lightning implement of Mip-NeRF

6

python-ray-tracing-with-numpy-example. Example of ray tracing with numpy in pure python syntax

4

kitti_bev_detection. Jupyter Notebook

4

bookkeeping. 網頁語音記帳程式 - 利用Google Cloud Speech API 實現快速語音記帳

4

nerfacc. A General NeRF Acceleration Toolbox in PyTorch.

3

facebook-bot. Python

2

mvsnerf. Python

2

ml-agents. Unity Machine Learning Agents

2

PaintingLight. Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)

2

RAFT. Python

1

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

1

kwea123.github.io. CSS

1

DCGAN-Keras. Deep Convolutional Generative Adverserial Networks

1

acoustic-indices. Jupyter Notebook

1

cpp_data_algo. C++

1

frustum-pointnets-work. Jupyter Notebook

1

cifar-10-cnn. Jupyter Notebook

1

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

1

DPT. Dense Prediction Transformers

1

raspberry_pi3. Jupyter Notebook

1

line-bot. Python

1

frustum-pointnets. Frustum PointNets for 3D Object Detection from RGB-D Data

1

models. Models and examples built with TensorFlow

1
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