Important Tasks under Unsupervised Learning:
Clustering
Anomaly detection
Dimensionality reduction
and CS294-158 Deep Unsupervised Learning from Abbeel et al.
Clustering
Anomaly detection
Dimensionality reduction
and CS294-158 Deep Unsupervised Learning from Abbeel et al.
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Tasks under Unsupervised learning:
https://www.infinitycodex.in/
Deep Unsupervised Learning:
Lecture: https://youtu.be/JBb5sSC0JoY
Slides: https://bit.ly/34dVGE1
Colab: https://bit.ly/2JEzsl1
https://www.infinitycodex.in/
Deep Unsupervised Learning:
Lecture: https://youtu.be/JBb5sSC0JoY
Slides: https://bit.ly/34dVGE1
Colab: https://bit.ly/2JEzsl1
YouTube
L3 Flow Models -- CS294-158-SP20 Deep Unsupervised Learning -- UC Berkeley -- Spring 2020
Instructor: Pieter Abbeel
Course Instructor Team: Pieter Abbeel, Aravind Srinivas, Alex Li, Wilson Yan, Peter Chen, Jonathan Ho
Course website: https://sites.google.com/view/berkeley-cs294-158-sp20/home
Course Instructor Team: Pieter Abbeel, Aravind Srinivas, Alex Li, Wilson Yan, Peter Chen, Jonathan Ho
Course website: https://sites.google.com/view/berkeley-cs294-158-sp20/home
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3D Photography using Context-aware Layered Depth Inpainting
image_2020-04-16_10-41-52.png
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AI Literacy for K-12 School Children
Content-based Image retrieval
Paper: https://arxiv.org/abs/2005.02154
Github: https://github.com/PyRetri/PyRetri
Installation: https://github.com/PyRetri/PyRetri/blob/master/docs/INSTALL.md
Paper: https://arxiv.org/abs/2005.02154
Github: https://github.com/PyRetri/PyRetri
Installation: https://github.com/PyRetri/PyRetri/blob/master/docs/INSTALL.md
GitHub
GitHub - PyRetri/PyRetri: Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥
Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥 - PyRetri/PyRetri
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Behind the Scene: Revealing the Secrets of
Pre-trained Vision-and-Language Models
Paper:
https://arxiv.org/pdf/2005.07310.pdf
Related Codes:
https://github.com/airsplay/lxmert
https://github.com/ChenRocks/UNITER
Pre-trained Vision-and-Language Models
Paper:
https://arxiv.org/pdf/2005.07310.pdf
Related Codes:
https://github.com/airsplay/lxmert
https://github.com/ChenRocks/UNITER
GitHub
GitHub - airsplay/lxmert: PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".
PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers". - airsplay/lxmert
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Github link of "AI DeOldify Tool":
https://github.com/jantic/DeOldify?fbclid=IwAR2-glzM1UYuWHJWuNKi741bm8aeofZdE1-0v9ZN-6Lmlmh4ta63mn5ydZc
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Masked face recognition dataset👇
Wolrd’s most complete Masked Face Recognition Dataset is Free to Download:
https://medium.com/the-programming-hub/wolrds-most-complete-masked-face-recognition-dataset-is-for-free-10d780eed512
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https://github.com/jantic/DeOldify?fbclid=IwAR2-glzM1UYuWHJWuNKi741bm8aeofZdE1-0v9ZN-6Lmlmh4ta63mn5ydZc
——————————————————————————
Masked face recognition dataset👇
Wolrd’s most complete Masked Face Recognition Dataset is Free to Download:
https://medium.com/the-programming-hub/wolrds-most-complete-masked-face-recognition-dataset-is-for-free-10d780eed512
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GitHub
GitHub - jantic/DeOldify: A Deep Learning based project for colorizing and restoring old images (and video!)
A Deep Learning based project for colorizing and restoring old images (and video!) - jantic/DeOldify
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Paper:
https://arxiv.org/pdf/2003.03396.pdf
Github:
https://github.com/happenwah/FVI_CV?fbclid=IwAR2fUnAd8XHEFUiFRCQbLjnl2WUbw8JZVlXNL-zNj7NiIDXWpcMyhoyPIW8
https://arxiv.org/pdf/2003.03396.pdf
Github:
https://github.com/happenwah/FVI_CV?fbclid=IwAR2fUnAd8XHEFUiFRCQbLjnl2WUbw8JZVlXNL-zNj7NiIDXWpcMyhoyPIW8
GitHub
GitHub - happenwah/FVI_CV: Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020
Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020 - happenwah/FVI_CV
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It's CVPR time!
We will not meet in person
next week at CVPR 2020 Seattle:
The conference has gone virtual...
We will not meet in person
next week at CVPR 2020 Seattle:
The conference has gone virtual...
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