WeikaiTan

followers

following

stars

University of Waterloo

Waterloo

WeikaiTan's starred repositories

LLM101n

LLM101n: Let's build a Storyteller

PointNeXt

[NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

Language:ShellMIT73500

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

MIT356300

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Language:PythonMIT235000

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.03084400

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Language:PythonMIT1115200

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Language:PythonApache-2.0775400

KPConv-PyTorch

Kernel Point Convolution implemented in PyTorch

Language:PythonMIT74300

Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

Language:PythonUnlicense145500

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Language:PythonMIT1335900

PlotNeuralNet

Latex code for making neural networks diagrams

Language:TeXMIT2160800

Open3D-PointNet2-Semantic3D

Semantic3D segmentation with Open3D and PointNet++

Language:PythonNOASSERTION50300

Open3D-ML

An extension of Open3D to address 3D Machine Learning tasks

Language:PythonNOASSERTION176200

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

Language:JavaScriptMIT2878600

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

Language:Jupyter NotebookApache-2.0491700

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

Language:PythonApache-2.0991700

SensatUrban

🔥Urban-scale point cloud dataset (CVPR 2021 & IJCV 2022)

Language:C++MIT48000

pycaret

An open-source, low-code machine learning library in Python

Language:Jupyter NotebookMIT868200

Sparse-Depth-Completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

Language:PythonNOASSERTION46900

self-supervised-depth-completion

ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"

Language:PythonMIT61500

SciencePlots

Matplotlib styles for scientific plotting

Language:PythonMIT677500

PU-GAN

PU-GAN: a Point Cloud Upsampling Adversarial Network, ICCV, 2019

Language:Makefile27200

mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

Language:JavaScriptMIT6933200

livox_high_precision_mapping

High precision mapping with livox and apx-15

Language:C++NOASSERTION16600

potree

WebGL point cloud viewer for large datasets

Language:JavaScriptNOASSERTION439500

Cookbook

The Data Engineering Cookbook

Apache-2.01338000

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

MIT1283600

KPConv

Kernel Point Convolutions

Language:PythonMIT68100

lidar_super_resolution

Simulation-based Lidar Super-resolution for Ground Vehicles

Language:Python18000

interpretable-ml-book

Book about interpretable machine learning

Language:Jupyter NotebookNOASSERTION472800