README.md

Ainized-projects

• Featured
• Tutorial
• Projects @ OpenResource Hackathon, Seoul, 2019
• Projects @ OpenResource Experience, SF, 2020
• Weekly Ainize
• Projects by Users

Featured

• Detectron2

  • Detectron2 is the object detection open source project based on the pytorch made in the Facebook AI Research (FAIR).

    

• StanfordNLP

  • API server using stanfordNLP that contains tools for robust text analytics, including tokenization, multi-word token (MWT) expansion, lemmatization, part-of-speech (POS) and morphological features tagging and dependency parsing.

  • Pretrained neural models supporting 53 (human) languages featured in 73 treebanks.

    

• KoNLPy-gRPC

  • Korean Natural Language Process API which redesigned KoNLPy (Wrapper) to enhance usability and portability with gRPC.

    

• U-GAT-IT

  • Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020).

  • Pretrained Selfie2Anime and Anime2Selfie model included.

    

• Crowdy

  • Crowdy is a web app that displays nearby supermarkets based on your current location, with the crowdedness levels at different times of the day.

  • Originally developed by @andrewlimcj and submitted to CGH 1.0 (COVID-19 Global Hackathon 1.0).

    

• Python Level Challenge

  • A simple online quiz platform for python programming language.

  • Solve quiz and check your level!

    

Tutorial

• Hello world

  • This application simply shows 'Hello World' on a web browser.

    

• Primality test

  • A simple online prime number tester based on Miller–Rabin primaliity test algorithm.

    

• Wonny

  • This repository provides an API server, called Wonny server, that evaluates images based on an aesthetic and technical image quality model.

    

• Style-transfer

  • This tutorial uses deep learning to compose one image in the style of another image.

    

OpenResource Hackathon, Seoul, 2019

• Submitted Projects

OpenResource Experience, SF, 2020

• Blurhash API

  • BlurHash API generates a compact representation of a placeholder for an image.

    

Weekly Ainize

• Detectron2

  • Detectron2 is the object detection open source project based on the pytorch made in the Facebook AI Research (FAIR).

    

• A Non-negative Symmetric Encoder-Decoder Approach for Community Detection

  • A general purpose community detection and network embedding library for research built on NetworkX. (a.k.a. karateclub)

  • Find nodes that has probability of joining neigbors (Community Detection)

    

• StanfordNLP

  • API server using stanfordNLP that contains tools for robust text analytics, including tokenization, multi-word token (MWT) expansion, lemmatization, part-of-speech (POS) and morphological features tagging and dependency parsing.

  • Pretrained neural models supporting 53 (human) languages featured in 73 treebanks.

    

• MAX-Audio-Classifier

  • Identify sounds in short audio(.wav) clips from IBM

    

• ChatLearner

  • A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

    

• LASER

  • LASER(Language-Agnostic SEntence Representations) is a library to calculate and use multilingual sentence embeddings.

    

• PEFrame

  • PEframe is a open source tool to perform static analysis on Portable Executable malware and malicious MS Office documents.

    

• UGATIT

  • Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020).

  • Pretrained Selfie2Anime and Anime2Selfie model included.

    

• MaskDetection

  • Detects whether the person in the image is wearing a mask or not. The model used in the server is from face-api and teachable machine

  • Swagger Version

    

  • Webcam Version

    

• ShadeSketch

  • Generate detailed and accurate artistic shadows from pairs of line drawing sketches and lighting directions.

    

• Unsup3d

  • Render 3D .gif file from a 2D image file using unsupervised learning.

    

• StarGAN v2

  • StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

  • Changes the face of a person or animal into various facial styles.

    

• PIFuHD

  • PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization (CVPR 2020)

  • Creates 3D objects for picture of the human body.

    

• Color-Transfer

  • Color_Transfer package transfer color from source image to target image super fast.

    

• WaveRNN

  • Pytorch implementation of Deepmind's WaveRNN model from Efficient Neural Audio Synthesis.

  • Convert text to speech. ( audio file )

    

• DeepFace

  • deepface is a lightweight face recognition and facial attribute analysis (age, gender, emotion and race) framework for python.

    

• MyQR

  • MyQR generates common qr-code, artistic qr-code (black & white or colorized), animated qr-code (black & white or colorized).

    

• EasyOCR

  • Extracts text from the image.

  • it supports 40+ languages, including Chinese, Japanese, Korean and Thai.

    

• Asciify

  • Converts images into ascii art with the power of python.

    

• Cnn-Explainer

  • Learning Convolution Neural Networks with Interactive visualization.

    

• Question Generator

  • Generates Answer/Question from your text.

    

• Image Reader

  • Extracts voice file from images.

  • It uses EasyOCR & WaveRNN.

    

• Council-GAN

  • In this project, you can try three different kinds of models person2anime, male2female, and no-glasses

    

Projects by Users

• OmicSelector

  • Biomarker signiture selection (feature selection) & automatic deep-learning-based diagnostic model development from high-throughput high-throughput omics experiments and other multidimensional datasets. Initially developed for miRNA-seq, RNA-seq and qPCR data.