Things you need to consider about your algorithm is working or not

https://medium.com/artificial-intelligence-solutions/so-is-your-algorithm-not-working-aa8e4ebd2066?

BMW shares AI algorithms used in production, available on GitHub

I think, every AI lovers are waiting for AI debate: Yoshua Bengio and Gary Marcus, which a decade that has revived the field of AI

2019 is also finishing with great achievements in AI field. Thanks to the extended report from 'artificial intelligence index' which I highlighted more specific ones (Of cource is just my choise only):
👉 AI Research went crazy. Between 1998 and 2018, there’s been a 300% increase in the publication of peer-reviewed papers on AI.
👉 Attendance at conferences went crazy too, for eg. NeurIPS, got some 13,500 attendees this year, up 800% from 2012.
👉 Education too bumped up, a lot of folks took up MSc / PhD with something in Machine Learning
👉 USA still leads in AI, no matter what other countries say
👉 AI algorithms are becoming cheaper and mainstream
👉 self driving vehicles market is coming of age and raking in a lot of investments

Due to your interest and some specific points, you will read about in more detail from the report:
https://hai.stanford.edu/sites/g/files/sbiybj10986/f/ai_index_2019_report.pdf?fbclid=IwAR228NxD7QCdksNYkSPZ2vcpm5Jzk5zCGx9v0NpsAkQVOspv85MvG3LK3wE

Happy new year.
I would like to share channel's progress for 2019 and we have +29 874 new members for this year. Thank you for all members of channel.

These Projects will make you the Super Hero of Python:

https://medium.com/dataflair/these-projects-will-make-you-the-superhero-of-python-city-14101e62393b

YOLACT (You Only Look At CoefficienTs) - Real-time Instance Segmentation
Results are impressive, above 30 FPS on COCO test-dev

Everybody’s Talkin’: Let Me Talk as You Want

This paper presents a method to edit a target portrait footage by taking a sequence of audio as input to synthesize a photo-realistic video.

Paper pdf:
https://arxiv.org/pdf/2001.05201.pdf

Github:
https://wywu.github.io/projects/EBT/EBT.html

Youtube:
https://youtu.be/tNPuAnvijQk

Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space Multi-Person Video Motion Capture in the Wild

Paper:

https://arxiv.org/pdf/2001.05613.pdf

Project page:

http://www.ynl.t.u-tokyo.ac.jp/research/vmocap-syn/

Dataset will be available publicly soon

More than 200 NLP datasets - this is gold (last update 21.01.202)

https://quantumstat.com/dataset/dataset.html

and also Google provided dataset search tool for publicly available datasets:

https://datasetsearch.research.google.com/

End to End Machine Learning: From Data Collection to Deployment.

- Collect and scrape data with Scrapy / Selenium
- Train a deep character CNN for (English) sentiment analysis using PyTorch
- Build an interactive web app with Dash to serve the model in real-time
- Put everything in Docker Compose
- Deploy to AWS on a custom domain name

https://towardsdatascience.com/end-to-end-machine-learning-from-data-collection-to-deployment-ce74f51ca203

If you want to play with the app and see how it looks like:
💻Demo: https://www.reviews.ai2prod.com/

Code:
https://github.com/MarwanDebbiche/post-tuto-deployment

Introducing PyTorch3D: An open-source library for 3D deep learning.
PyTorch3D: Faster, flexible 3D deep learning research