Artificial Intelligence && Deep Learning
@DeepLearning_ai
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Channel for who have a passion for -
* Artificial Intelligence
* Machine Learning
* Deep Learning
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* Computer vision
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* Research Papers

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Artificial Intelligence && Deep Learning
57.7K subscribers
Artificial Intelligence && Deep Learning
The project is about predicting coronary heart disease by using three different ML algorithms

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https://blog.goodaudience.com/heart-disease-prediction-aa656f2db585
Medium
heart disease prediction
The project is about predicting coronary heart disease by using three different ML algorithms.
11.0K views
Artificial Intelligence && Deep Learning
Review: G-RMI — Winner in 2016 COCO Detection (Object Detection)

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.https://towardsdatascience.com/review-g-rmi-winner-in-2016-coco-detection-object-detection-af3f2eaf87e4
Medium
Review: G-RMI — Winner in 2016 COCO Detection (Object Detection)
A Guide to Select a Detection Architecture: Faster R-CNN, R-FCN and SSD
10.3K views
Artificial Intelligence && Deep Learning
Review: FSRCNN (Super Resolution)

What Are Covered

1. Brief Review of SRCNNFSRCNN Network
2. ArchitectureExplanation of 1×1 Convolution Used in
3. Shrinking and Expanding
4. Explanation of Multiple 3×3 Convolutions in Non-Linear Mapping
5. Ablation Study
6. Results

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.https://towardsdatascience.com/review-fsrcnn-super-resolution-80ca2ee14da4
Medium
Review: FSRCNN (Super Resolution)
This time, FSRCNN, by CUHK, is reviewed. In this paper, a real-time super resolution approach is proposed. Fast Super-Resolution…
12.1K views
Artificial Intelligence && Deep Learning
Must-read papers on GNN

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.https://github.com/thunlp/GNNPapers
GitHub
GitHub - thunlp/GNNPapers: Must-read papers on graph neural networks (GNN)
Must-read papers on graph neural networks (GNN). Contribute to thunlp/GNNPapers development by creating an account on GitHub.
12.8K views
Artificial Intelligence && Deep Learning
How to Deal with Imbalanced Data using SMOTE - Analytics Vidhya - Medium

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.https://medium.com/analytics-vidhya/balance-your-data-using-smote-98e4d79fcddb
Medium
How to Deal with Imbalanced Data using SMOTE
With a Case Study in Python
13.3K views
Artificial Intelligence && Deep Learning
Python Implementation of Andrew Ng’s Machine Learning Course (Part 1)

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.https://medium.com/analytics-vidhya/python-implementation-of-andrew-ngs-machine-learning-course-part-1-6b8dd1c73d80
Medium
Python Implementation of Andrew Ng’s Machine Learning Course (Part 1)
A few months ago I had the opportunity to complete Andrew Ng’s Machine Learning MOOC taught on Coursera. It serves as a very good…
15.1K views
Artificial Intelligence && Deep Learning
https://medium.com/@priya.dwivedi/latest-computer-vision-trends-from-cvpr-2019-c07806dd570b
Medium
Latest Computer Vision Trends from CVPR 2019
Doing cool things with data!
12.9K views
Artificial Intelligence && Deep Learning
Automatically finding the best Neural Network for your GAN

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.https://towardsdatascience.com/automatically-finding-the-best-neural-network-for-your-gan-c0b97a5949f2
Medium
Automatically finding the best Neural Network for your GAN
Generative Adversarial Networks (GANs) have been a hot topic in Deep Learning ever since their initial invention and publication at NIPS…
13.5K viewsedited  
Artificial Intelligence && Deep Learning
https://heartbeat.fritz.ai/a-2019-guide-for-automatic-speech-recognition-f1e1129a141c?utm_source=share&utm_medium=ios_app
Medium
A 2019 Guide for Automatic Speech Recognition
Popular and recent approaches to processing and identifying human voices with deep learning
15.0K views
Artificial Intelligence && Deep Learning
Vid2Vid — Conditional GANs for Video-to-Video Synthesis

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.https://neurohive.io/en/state-of-the-art/vid2vid-conditional-gans-for-video-to-video-synthesis/
neurohive.io
Vid2Vid Explaination - Conditional GANs for Video-to-Video Synthesis
Vid2Vid is able to synthesize high-resolution, temporally coherent videos on a diverse set of input formats including segmentation masks, sketches, poses.
16.1K viewsedited  
Artificial Intelligence && Deep Learning
Python Projects with Source Code - Practice Top Projects in Python - DataFlair

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.https://data-flair.training/blogs/python-projects-with-source-code/
DataFlair
100+ Python Projects with Source Code - DataFlair
Python projects with source code - Work on the top Python projects to gain practical exposure and become a Python professional.
18.2K views
Artificial Intelligence && Deep Learning
100 Free Data Science Books

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.https://www.learndatasci.com/free-data-science-books/
Learndatasci
100+ Free Data Science Books
14.8K views
Artificial Intelligence && Deep Learning
High energy: Facebook's AI guru LeCun imagines AI's next frontier

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.https://www.zdnet.com/google-amp/article/high-energy-facebooks-ai-guru-lecun-imagines-ais-next-frontier/?fbclid=IwAR1fnUHFVFeDyPNJI3SGZuSnvJrhJ0qrdOXMkaK14phkI5wcENDZixps5vw
ZDNET
High energy: Facebook's AI guru LeCun imagines AI's next frontier
The next evolution in artificial intelligence may be a matter of dispensing with all the probabilistic tricks of deep learning, mastering instead a manifold of shifting energy values, according to deep learning's pied piper, Yann LeCun.
13.5K views
Artificial Intelligence && Deep Learning
The 5 Algorithms for Efficient Deep Learning Inference on Small Devices

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.https://heartbeat.fritz.ai/the-5-algorithms-for-efficient-deep-learning-inference-on-small-devices-bcc2d18aa806
Medium
The 5 Algorithms for Efficient Deep Learning Inference on Small Devices
Pruning, compression, quantization, and more
11.6K viewsedited  
Artificial Intelligence && Deep Learning
List of Top Blogs on Artificial Intelligence

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1. Machine Learning Mastery by Jason Brownlee
https://machinelearningmastery.com/about/

2.Adrian Rosebrock
https://www.pyimagesearch.com/

3. AI Trends
https://www.aitrends.com/

4. Algorithmia
https://blog.algorithmia.com/

5. AITopics (An official publication of the AAAI.)
https://aitopics.org/search

6. Open AI
https://openai.com/

7. MIT AI Blog
http://news.mit.edu/topic/artificial-intelligence2

8. Andreessen Horowitz
http://aiplaybook.a16z.com/docs/intro/getting-started

9. C T Vision
https://ctovision.com/

10. Chatbots Magazine (The #1 place to learn about chatbots.)
https://chatbotsmagazine.com/

11. Machine Intelligence Research Institute (MIRI) 
https://intelligence.org/blog/

12. Chatbots Life
(Best Place to Learn About Bots)
https://chatbotslife.com/

13. 33 rd square
https://www.33rdsquare.com/

14. Artificial Intelligence Blogs
https://www.artificial-intelligence.blog/news/

15. Machine Learnings
https://machinelearnings.co/
MachineLearningMastery.com
About - MachineLearningMastery.com
Hello, my name is Jason Brownlee, PhD. I'm a father, husband, professional developer, and machine learning practitioner. I have a Masters and PhD degree in Artificial Intelligence and I've worked on machine learning systems for defense, startups, and severe…
15.5K views
Artificial Intelligence && Deep Learning
Understanding Random Forest!!!

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.https://towardsdatascience.com/understanding-random-forest-58381e0602d2
Medium
Understanding Random Forest
How the Algorithm Works and Why it Is So Effective
10.8K views
Artificial Intelligence && Deep Learning
Real time Shape Detection using Contours [9] | OpenCV Python Tutorials for Beginners 2019

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https://youtu.be/Fchzk1lDt7Q

useful Links:

OpenCV Python Tutorial Playlist:
https://www.youtube.com/watch?v=CJXIj...

How to install Opencv in Python:
https://youtu.be/CJXIjApHYVs


Real time color Detection:
https://youtu.be/Tj4zEX_pdUg

5 Must Know OpencCV Functions:
https://youtu.be/7kHhz7nkpBw
YouTube
Real time Shape Detection using Contours [9] | OpenCV Python Tutorials for Beginners 2020
In this video, we will learn how to detect the shapes of objects by finding their contours. Contours are basically outlines that bound the shape or form of a...
13.8K views
Artificial Intelligence && Deep Learning
Detecting Natural Disasters with Keras and Deep Learning (with source code)
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.https://www.pyimagesearch.com/2019/11/11/detecting-natural-disasters-with-keras-and-deep-learning/
PyImageSearch
Detecting Natural Disasters with Keras and Deep Learning - PyImageSearch
In this tutorial, you will learn how to automatically detect natural disasters (earthquakes, floods, wildfires, cyclones/hurricanes) with up to 95% accuracy using Keras, Computer Vision, and Deep Learning.
10.6K viewsedited  
Artificial Intelligence && Deep Learning
AI Scholar


Top Research This Week

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@DeepLearning_AI

.https://mail.google.com/mail/u/0/?ui=2&view=btop&ver=1nj101dboqm98&search=inbox&th=%23thread-f%3A1649923672453948669&cvid=7
11.0K views
Artificial Intelligence && Deep Learning
Illustrated: Self-Attention

Step-by-step guide to self-attention with illustrations and code

Content

1. Illustrations
2. Code
3. Extending to Transformers

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@DeepLearning_AI

.https://towardsdatascience.com/illustrated-self-attention-2d627e33b20a
10.8K viewsedited