Bookshelf for Machine Learning, Deep Learning, and related topics
1. Machine Leaning and Deep Learning (50 books)
2. Python Books
3. Math Books for Machine Learning (19 books)
4. NLP Books(11 books)
5. Computer Vision (CV) Book
6. Reinforcement Learning Books
7. Speech Processing
8. cheatsheets
https://github.com/loveunk/Deep-learning-books
👉https://t.me/DeepLearning_ai
1. Machine Leaning and Deep Learning (50 books)
2. Python Books
3. Math Books for Machine Learning (19 books)
4. NLP Books(11 books)
5. Computer Vision (CV) Book
6. Reinforcement Learning Books
7. Speech Processing
8. cheatsheets
https://github.com/loveunk/Deep-learning-books
👉https://t.me/DeepLearning_ai
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Dive Into Deep Learning
August 2020 and FREE version!!! D2L is the 987-page book that Amazon scientists have compiled over the past two years and has finally been completed... an interactive and ' open source book ' with code, math and discussions.
What makes this book unique is that it was created with Jupyter Notebook and with the idea of ′′ Learning with Practice "... that is, the book in its entirety consists of executable code with adaptations in PyTorch, TensorFlow and MXNet.
1. Free PDF Download: https://d2l.ai/d2l-en.pdf
2. Download the book in 'notebook' format to read and execute locally from web site: https://d2l.ai
3. https://t.me/DeepLearning_ai
August 2020 and FREE version!!! D2L is the 987-page book that Amazon scientists have compiled over the past two years and has finally been completed... an interactive and ' open source book ' with code, math and discussions.
What makes this book unique is that it was created with Jupyter Notebook and with the idea of ′′ Learning with Practice "... that is, the book in its entirety consists of executable code with adaptations in PyTorch, TensorFlow and MXNet.
1. Free PDF Download: https://d2l.ai/d2l-en.pdf
2. Download the book in 'notebook' format to read and execute locally from web site: https://d2l.ai
3. https://t.me/DeepLearning_ai
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Self-supervised Representation Learning in Computer Vision — Part 2
https://medium.com/analytics-vidhya/self-supervised-representation-learning-in-computer-vision-part-2-8254aaee937c
👉https://t.me/DeepLearning_ai
https://medium.com/analytics-vidhya/self-supervised-representation-learning-in-computer-vision-part-2-8254aaee937c
👉https://t.me/DeepLearning_ai
Medium
Self-supervised Representation Learning in Computer Vision — Part 2
In Part 2 of Self-supervised Representation Learning, we look at contrastive learning and how MoCo and SimCLR work.
Here's a list of top 100 deep learning Github trending repositories.
Date: 02-02-2020 compared to 09-01-2019
Note: This will be updated regularly.
https://github.com/mbadry1/Top-Deep-Learning
👉https://t.me/DeepLearning_ai
Date: 02-02-2020 compared to 09-01-2019
Note: This will be updated regularly.
https://github.com/mbadry1/Top-Deep-Learning
👉https://t.me/DeepLearning_ai
GitHub
GitHub - mbadry1/Top-Deep-Learning: Top 200 deep learning Github repositories sorted by the number of stars.
Top 200 deep learning Github repositories sorted by the number of stars. - mbadry1/Top-Deep-Learning
Top 25 Computer Vision Project Ideas for 2020
1. Edge Detection
2. Photo Sketching
3. Detecting Contours
4. Collage Mosaic Generator
5. Barcode and QR Code Scanner
6. Face Detection
7. Blur the Face
8. Image Segmentation
9. Human Counting with OpenCV
10. Colour Detection
.....
.......
https://data-flair.training/blogs/computer-vision-project-ideas/
👉https://t.me/DeepLearning_ai
1. Edge Detection
2. Photo Sketching
3. Detecting Contours
4. Collage Mosaic Generator
5. Barcode and QR Code Scanner
6. Face Detection
7. Blur the Face
8. Image Segmentation
9. Human Counting with OpenCV
10. Colour Detection
.....
.......
https://data-flair.training/blogs/computer-vision-project-ideas/
👉https://t.me/DeepLearning_ai
DataFlair
Top 26 Computer Vision Project Ideas for 2025 - DataFlair
Work on 26 computer vision projects from basic to advanced level - edge detection, face detection, hand gesture recognition, colour detection
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Machine Learning Crash Course features a series of lessons with video lectures, real-world case studies, and hands-on practice exercises.(FREE)
https://developers.google.com/machine-learning/crash-course
👉https://t.me/DeepLearning_ai
https://developers.google.com/machine-learning/crash-course
👉https://t.me/DeepLearning_ai
Google for Developers
Machine Learning | Google for Developers
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FrankMocap: A Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration.
LINK JOIN US
1. [Paper] ==> https://arxiv.org/pdf/2008.08324.pdf
2. [Video]==>https://www.youtube.com/watch?v=HXTK5ro9kGc&feature=youtu.be
3. [Code]==> https://github.com/facebookresearch/frankmocap
👉https://t.me/DeepLearning_ai
LINK JOIN US
1. [Paper] ==> https://arxiv.org/pdf/2008.08324.pdf
2. [Video]==>https://www.youtube.com/watch?v=HXTK5ro9kGc&feature=youtu.be
3. [Code]==> https://github.com/facebookresearch/frankmocap
👉https://t.me/DeepLearning_ai
Object Detection and Tracking in 2020 (15 min read)
1. Code for Object Tracking
2. Selective Search Segmentation
3. paper: (Selective Search Segmentation)
https://blog.netcetera.com/object-detection-and-tracking-in-2020-f10fb6ff9af3
👉https://t.me/DeepLearning_ai
1. Code for Object Tracking
2. Selective Search Segmentation
3. paper: (Selective Search Segmentation)
https://blog.netcetera.com/object-detection-and-tracking-in-2020-f10fb6ff9af3
👉https://t.me/DeepLearning_ai
Medium
Object Detection and Tracking in 2020
An endeavor to summarize and compare the best methods in object detection and tracking as of 2020
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This is a list of awesome articles about object detection. If you want to read the paper according to time
https://github.com/amusi/awesome-object-detection
https://t.me/MachineLearning_Programming
👉https://t.me/DeepLearning_ai
https://github.com/amusi/awesome-object-detection
https://t.me/MachineLearning_Programming
👉https://t.me/DeepLearning_ai
👍1
Multi-class object detection and bounding box regression with Keras, TensorFlow, and Deep Learning
https://www.pyimagesearch.com/2020/10/12/multi-class-object-detection-and-bounding-box-regression-with-keras-tensorflow-and-deep-learning/
JOIN: https://t.me/DeepLearning_ai
https://www.pyimagesearch.com/2020/10/12/multi-class-object-detection-and-bounding-box-regression-with-keras-tensorflow-and-deep-learning/
JOIN: https://t.me/DeepLearning_ai
PyImageSearch
Multi-class object detection and bounding box regression with Keras, TensorFlow, and Deep Learning - PyImageSearch
In this tutorial, you will learn how to train a custom multi-class object detector using bounding box regression with the Keras and TensorFlow deep learning libraries. Last week’s tutorial covered how to train single-class object detector using bounding box…
New Approaches to Object Detection
source code: https://github.com/Ximilar-com/xcenternet
paper : https://arxiv.org/abs/1904.07850
https://towardsdatascience.com/new-approaches-to-object-detection-f5cbc925e00e
join: https://t.me/DeepLearning_ai
source code: https://github.com/Ximilar-com/xcenternet
paper : https://arxiv.org/abs/1904.07850
https://towardsdatascience.com/new-approaches-to-object-detection-f5cbc925e00e
join: https://t.me/DeepLearning_ai
Collection of books, papers, list of papers, blog or blog posts, articles.
1. https://github.com/marcofavorito/my-bookshelf/blob/master/bookshelf.tsv
2. https://t.me/DeepLearning_ai
1. https://github.com/marcofavorito/my-bookshelf/blob/master/bookshelf.tsv
2. https://t.me/DeepLearning_ai
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130 Machine Learning Projects Solved and Explained
https://medium.com/the-innovation/130-machine-learning-projects-solved-and-explained-605d188fb392
1. https://t.me/DeepLearning_ai
2. https://t.me/MachineLearning_Programming
https://medium.com/the-innovation/130-machine-learning-projects-solved-and-explained-605d188fb392
1. https://t.me/DeepLearning_ai
2. https://t.me/MachineLearning_Programming
Medium
200+ Machine Learning Projects Solved and Explained
Machine Learning Projects solved and explained for free
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Deep Learning Weekly
1. Industry
2. Mobile + Edge
3. Learning
4. Libraries & Code
5. Datasets
6. Papers & Publications
https://us16.campaign-archive.com/?u=de53bead690affb8e9a21de8f&id=0132de8f48
https://t.me/DeepLearning_ai
1. Industry
2. Mobile + Edge
3. Learning
4. Libraries & Code
5. Datasets
6. Papers & Publications
https://us16.campaign-archive.com/?u=de53bead690affb8e9a21de8f&id=0132de8f48
https://t.me/DeepLearning_ai
👍1
10 Best and Free Machine Learning Courses, Online
https://www.kdnuggets.com/2019/12/best-free-machine-learning-courses-online.html
1. https://t.me/DeepLearning_ai
2. https://t.me/MachineLearning_Programming
https://www.kdnuggets.com/2019/12/best-free-machine-learning-courses-online.html
1. https://t.me/DeepLearning_ai
2. https://t.me/MachineLearning_Programming
KDnuggets
10 Best and Free Machine Learning Courses, Online
Getting ready to leap into the world of Data Science? Consider these top machine learning courses curated by experts to help you learn and thrive in this exciting field.
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4 Top AI/ML Github Repositories in November 2020
1. PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization: 2,558 Stars
2. Microsoft: Bring Old Photos Back To Life: 2892 Stars
3. Project Sherlock: 1952 Stars
1. https://towardsdatascience.com/4-top-ai-ml-github-repositories-in-november-2020-aa51656aaab9
2. https://t.me/DeepLearning_ai
1. PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization: 2,558 Stars
2. Microsoft: Bring Old Photos Back To Life: 2892 Stars
3. Project Sherlock: 1952 Stars
1. https://towardsdatascience.com/4-top-ai-ml-github-repositories-in-november-2020-aa51656aaab9
2. https://t.me/DeepLearning_ai
👍1
The International Conference on Machine Learning (ICML) is the premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence known as machine learning.
1. https://lnkd.in/dXZWGUG
2. https://icml.cc/
3. https://t.me/DeepLearning_ai
1. https://lnkd.in/dXZWGUG
2. https://icml.cc/
3. https://t.me/DeepLearning_ai
👍3
NeurIPS 2020
NeurIPS (Neural Information Processing Systems), the largest machine learning and computational neuroscience conference will be held online on Dec 6-12.
https://crossminds.ai/explore/
join: https://t.me/DeepLearning_ai
https://t.me/MachineLearning_Programming
NeurIPS (Neural Information Processing Systems), the largest machine learning and computational neuroscience conference will be held online on Dec 6-12.
https://crossminds.ai/explore/
join: https://t.me/DeepLearning_ai
https://t.me/MachineLearning_Programming