kwea123/pytorch-lightning-tutorial

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Python
Created about 2 years ago
Updated about 2 years ago

kwea123/pytorch-lightning-tutorial

kwea123

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Pytorch lightning tutorial using MNIST

nerf_pl

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

Jupyter Notebook

ngp_pl

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

Jupyter Notebook

VTuber_Unity

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

gaussian_splatting_notes

A detailed formulae explanation on gaussian splatting

pytorch-cppcuda-tutorial

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

CasMVSNet_pl

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

Jupyter Notebook

OpenVTuberProject

Open Vtuber project containing all sub projects

nsff_pl

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

Jupyter Notebook

nerf_Unity

Unity project for nerf_pl (Neural Radiance Fields)

fish_detection

Fish detection using Open Images Dataset and Tensorflow Object Detection

Jupyter Notebook

Coordinate-MLPs

Experiments of coordinate MLPs

RL

Jupyter Notebook

MVSNet_pl

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

Jupyter Notebook

MINER_pl

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

Jupyter Notebook

BlendedMVS_scenes

Quick lookup for BlendedMVS scenes

ROS_notes

Personal notes of ROS usage

Jupyter Notebook

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!

python-ray-tracing-with-cuda-example

An example of cuda ray tracing in pure python syntax.

pytorch_cppcuda_practice

Practice to write cpp/cuda extension for pytorch

hindsight_experience_replay

A tensorflow implementation of hindsight experience replay

Jupyter Notebook

kwea123

dino_pl

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

python-ray-tracing-with-numpy-example

Example of ray tracing with numpy in pure python syntax

bookkeeping

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

kitti_bev_detection

Jupyter Notebook

facebook-bot

cpp_data_algo

raspberry_pi3

Jupyter Notebook

frustum-pointnets-work

Jupyter Notebook

cifar-10-cnn

Jupyter Notebook

kwea123.github.io

line-bot

acoustic-indices

Jupyter Notebook