[PYTHON] (Updated from time to time) Summary of machine learning APIs that allow you to quickly build apps by Team AI

Introduction

With Team AI, let's easily build an app using the machine learning API! We are holding a monthly event called, and we have summarized the information on the API used there. It's fun, so please give it a try. You can also use it for real business!

Google DEMO: Let's try this first

No registration is required, just input the data and the output will come out.

Natural Language API

Of this https://cloud.google.com/natural-language/

Please put your favorite sentences in this part

Easy to try Dependency Analysis (syntax)

Sentiment analysis is also implemented

Image recognition (Vision API)

Of this https://cloud.google.com/vision/

Anything is fine here, so please upload an image

You can easily try various outputs. The name of the entertainer can also be guessed by a proper noun.

The accuracy is 60-70%, but it can also recognize some handwritten characters. It's a lot cheaper than ordering development.

The price is about this. From the same site. If you think about making your own model from scratch, it's much cheaper to use this API.

Transcription (Speech API)

Try it below. It supports 50 languages. https://www.google.com/intl/en/chrome/demos/speech.html

It's also built into Google Docs, which is very convenient. http://reonatakenaka.com/?p=1426

2019/1/18 postscript

Rakuten API Marketplace (8000 types available) https://api.rakuten.co.jp/ja/

Top 5 most popular machine learning systems in Rakuten http://ainow.ai/2018/11/06/148728/

Google FireBase ML Kit (multifunctional in image recognition system / customizable with TensorFlow Lite) https://developers.google.com/ml-kit/

Customizable Google AutoML https://cloud.google.com/automl/

2018/8/27 postscript

Yahoo Japan API https://developer.yahoo.co.jp/

Rakuten API https://webservice.rakuten.co.jp/

Recruit Technologies API https://a3rt.recruit-tech.co.jp/

Soracom API https://dev.soracom.io/jp/docs/api/

TensorFlow JS https://js.tensorflow.org/

2018/7/11 postscript

At KDDI's API Marketplace, you can use or list excellent APIs. Team AI is also preparing for listing. let's do it together! We also support technical guidance and idea generation for API construction. https://iot.kddi.com/services/iot-cloud-apimarket/

Postman who can try API without writing code https://chrome.google.com/…/fhbjgbiflinjbdggehcddcbncdddomo…

Open Data search engine ODN https://www.opendatanetwork.com/

Microsoft Translator App Real-time translator https://translator.microsoft.com/apps/

Akihabara IoT Coworking NanoLab http://nanolab.jp/

Shibuya IoT Coworking Dogenzaka Kobo https://dogenzaka-kobou.com/

IoT Festival Maker Faire (Odaiba in August) http://makezine.jp/event/mft2018/

2018/6/1 postscript

The Google Photos API was announced at Google I / O the other day. I am investigating whether it is a machine learning system, but I will post it.

https://developers.google.com/photos/ https://developers.google.com/photos/library/guides/get-started https://www.youtube.com/watch?time_continue=1441&v=KIFfibtzaEo

2018/4/27 postscript

SageMaker that allows you to easily deploy machine learning on AWS https://aws.amazon.com/sagemaker/

Amazon Rekognition API, which competes with Google, can analyze not only images but also videos https://aws.amazon.com/rekognition/

Google's AutoML that allows you to build machine learning models with a programming-free GUI https://jp.techcrunch.com/2018/01/18/2018-01-17-googles-automl-lets-you-train-custom-machine-learning-models-without-having-to-code/

Algorithmia's Jon sympathized with the event and became friends! It seems that you are also doing BlockChain recently.

Thanks, Daisuke! I find the best intro for many users is our recipes (https://blog.algorithmia.com/category/recipes/) and our AI Topic Guides (https://blog.algorithmia.com/category/a-i-topic-guides/).

Or, for more code-centric users, simply pointing them to the AI Marketplace and letting them click on and try our 4800+ algorithms (https://algorithmia.com/algorithms).

We have some social-media NLP but it is fairly limited right now (for example　https://algorithmia.com/algorithms/nlp/AnalyzeTweets and https://algorithmia.com/algorithms/diego/AnalyzeTwitterUser) -- would love to have more! If you do get interested in hosting models, here's some info on hosting via Algorithmia: https://algorithmia.com/developers/algorithm-development/your-first-algo/

Also something you might find interesting, since you mentioned blockchain... a couple members of our team recently released a protocol for generating ML competitions on Ethereum (and a contest with a 5 ETH prize!): https://blog.algorithmia.com/trustless-machine-learning-contracts-danku/

2018/2/9 postscript

Google Visiton API https://www.youtube.com/watch?v=eve8DkkVdhI https://cloud.google.com/vision/ => A quick demo Cooking image analysis Soccer image analysis Signboard reading analysis Tourist attraction image analysis

Google Natural Language API https://cloud.google.com/natural-language/ => A quick demo Sentiment analysis

Google Genome API DNA analysis of grains https://cloud.google.com/genomics/reference/rest/

Google Prediction API Real estate price forecast Annual income forecast by personnel evaluation https://cloud.google.com/prediction/docs/

Algorithmia YouTube transcription API

Apitore Word2Vec API

Microsoft Azure-Automatically generate subtitles from videos-Free until March https://azure.microsoft.com/ja-jp/services/cognitive-services/ https://azure.microsoft.com/ja-jp/services/cognitive-services/video-indexer/

Google Cloud API

I tried using the Google Speech API in a stream http://qiita.com/voluntas/items/fb9fc621947272928df4

I want to do stream speech recognition using the Google Cloud Speech gRPC API! (With a simple VAD) http://qiita.com/sayonari/items/a70118a468483967ad34

Try Google Cloud Vision API (image analysis) in 30 minutes http://qiita.com/t-fujiwara/items/7e1f7c52a73887519ac1

Try to get a string from an image with Google Cloud Vision API http://qiita.com/takaheraw@github/items/e2d8ac9edad4655596a2

Until you try the Google Cloud Vision API (harmful image detection)

http://qiita.com/eve_yk/items/4aafd09058878f37b210 Compare Google's Web API Design with Web API Design Best Practices

http://qiita.com/howdy39/items/3b2b14ce73ec44c54f7b

PREDICTION API Machine learning capabilities that analyze and predict data https://cloud.google.com/prediction/?hl=ja

Hattori-san's Apitore

Apitore is an API marketplace. You can use the API or list the API. https://apitore.com/store/index.html

Created and released Japanese Word2Vec

http://qiita.com/keigohtr/items/2705bb439d920b7a0a5b

I made a butler who summarizes tweets [Maximum covering model]

http://qiita.com/keigohtr/items/c7e84bf6cd1ef9075149

Made and published Japanese polarity judgment

http://qiita.com/keigohtr/items/e85b413283b87ac02f4b

Japanese tutorial

How non-engineers can quickly understand and use the Google Artificial Intelligence API in spreadsheets

https://bita.jp/dml/googleaiapi_exp

Experience machine learning services with just a browser [Google Prediction API]

https://intheweb.io/subetewu-liao-burauzadejia-ren-jia-ge-woyu-ce-siji-jie-xue-xi-woti-yan-suru/ You can try it right away! Machine learning engine API service summary

https://developer.ntt.com/ja/blog/ba6a3607-ec6a-49a2-b062-d133a5ab93bb

Let's play with machine learning! https://book.mynavi.jp/manatee/series/detail/id=65670

"Cloud machine learning" that Google uses in-house is open to the public, and such amazing things can be done easily http://gigazine.net/news/20160324-Google-cloud-machine-learning/

Let's play with machine learning! Sample recipe collection using API service and TensorFlow ... https://book.mynavi.jp/manatee/series/detail/id=65670

API Marketplace Algorithmia

https://algorithmia.com/

API.ai Machine Learning

https://api.ai/docs/machine-learning

Handy machine learning API list

What are best machine learning API to use for prediction?

https://www.quora.com/What-are-best-machine-learning-API-to-use-for-prediction List of 50+ Machine Learning APIs

http://blog.mashape.com/list-of-50-machine-learning-apis/ Five Simple Ways to Build Artificial Intelligence in 2017

https://www.sitepoint.com/simple-ways-to-build-artificial-intelligence/

Machine learning APIs and frameworks 2017: 14 machine learning tools for data scientists and developers

http://www.computerworlduk.com/galleries/data/machine-learning-tools-harness-artificial-intelligence-for-your-business-3623891/

50 Useful Machine Learning & Prediction APIs http://www.kdnuggets.com/2015/12/machine-learning-data-science-apis.html