JianchaoTan

vision

Datasets, Transforms and Models specific to Computer Vision

tutorials

PyTorch tutorials.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

DeepLearningProjectWorkflow

Machine Learning Workflow, from Andrew Ng's lecture at Deep Learning Summer School 2016

ml-training-intro

Materials for the "Introduction to Machine Learning" class

oneDAL

oneAPI Data Analytics Library (oneDAL)

WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

vizgen

VizGen: Accelerating Visual Computing Prototypes in Dynamic Languages

CppNumericalSolvers

a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen

image-inpainting

global-matting

An implementation of global matting algorithm for OpenCV.

PaletteSelection

Automatic Color Palette Selection (Python)

CLPatchMatch

OpenCL (realtime) implementation of patch match image processing algorithm (Python and C)

road-curve-detection

Given a 3D point cloud obtained by a LiDAR sensor mounted on a car, this project goal is to output the road properties.

coding-interview-university

A complete computer science study plan to become a software engineer.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

FastGlobalRegistration

Fast Global Registration

libhedra

A library providing functionality for the geometric processing of polygonal(non-triangular) meshes.

JASONETTE-iOS

📡 Native App over HTTP, on iOS

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!