Computer Science and Programming. Страница 10
Channel for who have a passion for Computer Vision, #Deep and #Machine #Learning, #Artificial #Intelligence and Python programming. Up-to-date books, articles or links provided based on #Python.
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Computer Science and Programming
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT. -
Computer Science and Programming
Paper link, Blog and code are at their Github page:
https://xbpeng.github.io/projects/DeepMimic/index.html?fbclid=IwAR3SaHAM-nii9UcpBJsWH-w7swuJudV9ouC7Ige8iuZDF0lbBy4ThchKhTo -
Computer Science and Programming
DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills -
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Computer Science and Programming
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Computer Science and Programming
ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters -
Computer Science and Programming
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Computer Science and Programming
Course from MIT 6.S191 "Introduction to Deep Learning".
Methods and applications in game play, medicine, language, art, computer vision, robotics and more -
Computer Science and Programming
This video is synthetic and was created using deep learning -
Computer Science and Programming
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Computer Science and Programming
Introducing PyTorch3D: An open-source library for 3D deep learning.
PyTorch3D: Faster, flexible 3D deep learning research -
Computer Science and Programming
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 -
Computer Science and Programming
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 -
Computer Science and Programming
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/ -
Computer Science and Programming
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 -
Computer Science and Programming
Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space Multi-Person Video Motion Capture in the Wild -
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Computer Science and Programming
Paper pdf:
https://arxiv.org/pdf/2001.05201.pdf
Github:
https://wywu.github.io/projects/EBT/EBT.html
Youtube:
https://youtu.be/tNPuAnvijQk -
Computer Science and Programming
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. -
Computer Science and Programming
Paper link:
https://arxiv.org/pdf/1904.02689.pdf
Github repo:
https://github.com/dbolya/yolact