EpicWatermelon

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The Hong Kong Polytechnic University

Hong Kong

Noob Liu's starred repositories

Web-Dev-For-Beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer

Language:JavaScriptMIT82313 2701 287

hugo

The world’s fastest framework for building websites.

Language:GoApache-2.073820 1070 7262

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonApache-2.027560 247 6973

waifu2x

Image Super-Resolution for Anime-Style Art

Language:LuaMIT27348 707 359

fastbook

The fastai book, published as Jupyter Notebooks

Language:Jupyter NotebookNOASSERTION21233 505 235

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Language:C++MIT16384 437 3347

ultimate-go

The Ultimate Go Study Guide

Language:GoApache-2.014951 408 14

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

Language:Jupyter NotebookMIT9351 285 260

FATE

An Industrial Grade Federated Learning Framework

Language:PythonApache-2.05596 138 2004

ArtLine

A Deep Learning based project for creating line art portraits.

Language:Jupyter NotebookMIT3566 81 21

Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

Language:PythonMIT2905 44 18

learn2learn

A PyTorch Library for Meta-learning Research

Language:PythonMIT2589 32 259

MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

Language:PythonMIT2267 23 72

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Language:PythonMIT2226 31 35

ml-engineer-roadmap

WIP: Roadmap to becoming a machine learning engineer in 2020

PyTorch-Encoding

A CV toolkit for my papers.

Language:PythonMIT2038 42 355

torchio

Medical imaging toolkit for deep learning

Language:PythonApache-2.02004 18 453

semseg

Semantic Segmentation in Pytorch

Language:PythonMIT1320 21 84

PyTorchTricks

Some tricks of pytorch... :star:

SLAM-BOOK

这是一本关于SLAM的书稿，希望能清楚的介绍SLAM系统中的使用的几何方法和深度学习方法。书稿最后应该会达到200页左右，书稿每章对应的代码也会被整理出来。

Language:Python1003 48 21

VisualizeMNIST

This project is real-time visualization of a network recognizing digits from user's input.

Language:ProcessingGPL-3.0549 130

Faceswap-Deepfake-Pytorch

Faceswap with Pytorch or DeepFake with Pytorch

Language:Python513 13 9

Graph-U-Nets

Pytorch implementation of Graph U-Nets (ICML19)

Language:PythonGPL-3.0508 10 26

SPNet

Code for our CVPR2020 paper "Strip Pooling: Rethinking Spatial Pooling for Scene Parsing"

Language:PythonMIT384 15 21

SegWithDistMap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

Language:PythonApache-2.0371 13 25

awesome-bioie

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

CC0-1.0319 18 8

pytorch-maml

An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta

Language:PythonMIT226 11 20

SAML

[MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset

Language:Python118 5 6

YOLOv3-in-PyTorch

YOLOv3 in PyTorch with training and inference module implemented.

Language:PythonNOASSERTION109 10 12

PIC

Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020

Language:Python51 9 4