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

This video is synthetic and was created using deep learning

Course from MIT 6.S191 "Introduction to Deep Learning".
Methods and applications in game play, medicine, language, art, computer vision, robotics and more

ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters

DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills

Paper link, Blog and code are at their Github page:
https://xbpeng.github.io/projects/DeepMimic/index.html?fbclid=IwAR3SaHAM-nii9UcpBJsWH-w7swuJudV9ouC7Ige8iuZDF0lbBy4ThchKhTo

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

CARLA: An Open Urban Driving Simulator
Open-source simulator for autonomous driving

Paper: http://proceedings.mlr.press/v78/dosovitskiy17a/dosovitskiy17a.pdf

Code: https://github.com/carla-simulator/carla

Set of free AI, ML, Deep Learning, Reinforcement Learning, Computer Vision, Statistics video lectures collections(last updated 20th February 2020 with 140 items)

Softmax Splatting for Video Frame Interpolation (using Pytorch)

Paper:
https://arxiv.org/pdf/2003.05534.pdf

Github:
https://github.com/sniklaus/softmax-splatting

Short Summary:
https://www.marktechpost.com/2020/03/14/softmax-splatting-for-video-frame-interpolation/