kmswlee / ainized-projects

Ainized-projects

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

Featured

• Detectron2

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

  • GPU / CPU Version Available!

    

• 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.

  • GPU / CPU Version Available!

    

• Blurhash API

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

    

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.

    

• Tensorflow-serving

  • This repository provides "Resnet model" TensorFlow serving application.

    

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).

  • GPU / CPU Version Available!

    

• 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.

    

• QnABot

  • A chatbot trained with specific topics in PyTorch.

  • Topics: Parasite(Bong Joon Ho), AI Network.

    

• 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.

    

• Sentence Transformers

  • Sentence Transformers find similar sentences in .txt file show you sentences that have top 5 probability.

    

• 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.

  • GPU / CPU Version Available!

    

• 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