Artificial Intelligence
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Admin: @PranavReal Free Resources for: π Artificial Intelligence π Machine Learning π Deep Learning π Data Science π Python Programming
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Ma'lumot yo'q24 soatlar
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π’ CNN resources!
ππΌ Convolutional Neural Network Tutorial: From Basic to Advanced: here.
ππΌ A Beginner's Guide To Understanding Convolutional Neural Networks: here.
ππΌ An intuitive guide to Convolutional Neural Networks: here.
Research Papers:
ππΌ Gradient-Based Learning Applied to Document Recognition: here.
ππΌ Backpropagation Applied to Handwritten Zip Code Recognition: here.
ππΌ Convolutional Networks for Images, Speech, and Time-Series: here.
Visualization:
ππΌ Watch the full video: here.
Learn Python, Break Python
A Beginner's introduction to Programming
Learn Python, Break Python is a hands-on introduction to the Python programming language, written for people who have no experience with programming whatsoever. Hey, we all have to start somewhere. As such, the examples and teaching style used in this text make absolutely no expectations about your prior programming experience. If you've never used a programming language before, leaping into Python might seem a bit scary at first. You don't need to worry. Learning how to program a computer is far from impossible. Anyone can pick up the art of programming with a little time and a bit of patience.
π Grab your free eBook access from here
ππΌ BASNet (Qin et al, CVPR 2019) for salient object detection and background removal.
Basnet: https://github.com/NathanUA/BASNet
AR cut and paste: https://github.com/cyrildiagne/ar-cutpaste
Deep Learning with Pytorch by Prof.Yann LeCun (CNN Founder)
This course concerns the latest techniques in deep learning and representation learning, focusing on supervised and unsupervised deep learning, embedding methods, metric learning, convolutional and recurrent nets, with applications to computer vision, natural language understanding, and speech recognition.
GitHub Link: https://atcold.github.io/pytorch-Deep-Learning/
YouTube Playlist: https://www.youtube.com/playlist?list=PLLHTzKZzVU9eaEyErdV26ikyolxOsz6mq
π€― A new model can detect deepfake images by looking at subtle visual artifacts like textures in hair, backgrounds and faces.
It creates heatmaps that pinpoint manipulated areas and exaggerate their effects.
Paper/Code: https://chail.github.io/patch-forensics/
π We got you a FREE 60-minute, practical-based course on the fundamentals of Data Preprocessing! This course also provides a certificate! π
Register today: https://bit.ly/3hGabpK
