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https://github.com/ainize-team/ainized-projects


https://github.com/ainize-team/ainized-projects

ainize docker serverless

Last synced: 7 months ago
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README 

          
# Ainized-projects



- [Featured](#Featured)

- [Tutorial](#Tutorial)

- [Projects @ OpenResource Hackathon, Seoul, 2019](./2019OpenResourceHackathon.md)

- [Projects @ OpenResource Experience, SF, 2020](#OpenResource-Experience-SF-2020)

- [Weekly Ainize](#Weekly-Ainize)

- [Projects by Users](#Projects-by-Users)



## Featured



* **[Detectron2](https://github.com/gkswjdzz/ainized-detectron2)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/gkswjdzz/ainized-detectron2)



* **[StanfordNLP](https://github.com/gkswjdzz/ainized-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](https://stanfordnlp.github.io/stanfordnlp/models.html#human-languages-supported-by-stanfordnlp).



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/gkswjdzz/ainized-stanfordnlp)



* **[KoNLPy-gRPC](https://github.com/minhoryang/KoNLPy-gRPC)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/minhoryang/KoNLPy-gRPC)



* **[U-GAT-IT](https://github.com/kmswlee/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.

  

    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmswlee/UGATIT)



* **[Crowdy](https://github.com/ainize-team2/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).



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/ainize-team2/crowdy)

    

* **[Python Level Challenge](https://github.com/ainize-team1/python-level-challenge)**

  - A simple online quiz platform for python programming language.

  - Solve quiz and check your level!



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/ainize-team1/python-level-challenge)



## Tutorial



* **[Hello world](https://github.com/ainize-team/ainize-run-helloworld-example)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/ainize-team/ainize-run-helloworld-example)



* **[Primality test](https://github.com/ainize-team/ainize-run-primality-test-example)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/ainize-team/ainize-run-primality-test-example)



* **[Wonny](https://github.com/ainize-team/ainize-run-wonny-example)**

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

  

    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/ainize-team/ainize-run-wonny-example)



* **[Style-transfer](https://github.com/ainize-team/ainize-run-style-transfer)**

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

    

    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/ainize-team/ainize-run-style-transfer)



## OpenResource Hackathon, Seoul, 2019

- [Submitted Projects](./2019OpenResourceHackathon.md)



## OpenResource Experience, SF, 2020



* **[Blurhash API](https://github.com/b3ting/blurhash-python)**

  - `BlurHash` API generates a **compact representation of a placeholder** for an image.

    

    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/b3ting/blurhash-python)



## Weekly Ainize



* **[Detectron2](https://github.com/gkswjdzz/ainized-detectron2)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/gkswjdzz/ainized-detectron2)



* **[A Non-negative Symmetric Encoder-Decoder Approach for Community Detection](https://github.com/kmkwon94/ainized-karateclub)**

  - 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)



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmkwon94/ainized-karateclub)



* **[StanfordNLP](https://github.com/gkswjdzz/ainized-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](https://stanfordnlp.github.io/stanfordnlp/models.html#human-languages-supported-by-stanfordnlp).



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/gkswjdzz/ainized-stanfordnlp)



* **[MAX-Audio-Classifier](https://github.com/kmswlee/ainized-MAX-Audio-Classifier)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmswlee/ainized-MAX-Audio-Classifier)



* **[ChatLearner](https://github.com/parkhojun/ChatLearner)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/parkhojun/ChatLearner)



* **[LASER](https://github.com/kmkwon94/ainized-laser)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmkwon94/ainized-laser)



* **[PEFrame](https://github.com/kmkwon94/ainized-peframe)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmkwon94/ainized-peframe)



* **[UGATIT](https://github.com/kmswlee/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.



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmswlee/UGATIT)



* **[MaskDetection](https://github.com/vyvydkf628/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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/vyvydkf628/MaskDetection)

  - Webcam Version



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://landing.vyvydkf628.endpoint.ainize.ai/maskdetection)



* **[ShadeSketch](https://github.com/vyvydkf628/ShadeSketch)**

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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/vyvydkf628/ShadeSketch)



* **[Unsup3d](https://github.com/thetkim9/unsup3d)**

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



     [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/thetkim9/unsup3d)



* **[StarGAN v2](https://github.com/psi1104/stargan-v2)**

  - StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/psi1104/stargan-v2)



* **[PIFuHD](https://github.com/psi1104/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.

  

    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/psi1104/pifuhd)



* **[Color-Transfer](https://github.com/woomurf/ainize-color-transfer)**

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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/woomurf/ainize-color-transfer)



* **[WaveRNN](https://github.com/woomurf/WaveRNN)**

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

  - Convert text to speech. ( audio file )



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/woomurf/WaveRNN)



* **[DeepFace](https://github.com/woomurf/deepface)**

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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/woomurf/deepface)



* **[MyQR](https://github.com/woomurf/qrcode)**

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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/woomurf/qrcode)



* **[EasyOCR](https://github.com/Wook-2/EasyOCR)**

  - Extracts text from the image. 

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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/Wook-2/EasyOCR)



* **[Asciify](https://github.com/Wook-2/asciify)**

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



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/Wook-2/asciify)



* **[Cnn-Explainer](https://github.com/Wook-2/cnn-explainer)**

  - Learning Convolution Neural Networks with Interactive visualization.



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/wook-2/cnn-explainer)



* **[Question Generator](https://github.com/Wook-2/question_generation)**

  - Generates Answer/Question from your text.



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/Wook-2/question_generation)

     

* **[Image Reader](https://github.com/Wook-2/ImageReader)**

  - Extracts voice file from images. 

  - It uses EasyOCR & WaveRNN.



     [![Run on Ainize](https://www.ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/Wook-2/callapi)



* **[Council-GAN](https://github.com/kmkwon94/Council-GAN)**

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



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kmkwon94/Council-GAN)



## Projects by Users



* **[OmicSelector](https://github.com/kstawiski/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.



    [![Run on Ainize](https://ainize.ai/static/images/run_on_ainize_button.svg)](https://ainize.web.app/redirect?git_repo=https://github.com/kstawiski/OmicSelector)