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Artificial Intelligence && Deep Learning
Awesome Semantic Segmentation
Networks by architecture

* U-Net
* SegNet
* DeepLab
* FCN
* ENet
* LinkNet
* DenseNet
* DilatedNet
* PixelNet
* .....

A sea of semantic segmentation source codes with papers

https://github.com/mrgloom/awesome-semantic-segmentation/blob/master/README.md

JOIN US
37.8K viewsSHOHRUH, 
Artificial Intelligence && Deep Learning
Review — PAN: Pyramid Attention Network for Semantic Segmentation (Semantic Segmentation

Using FPA & GAU Modules, Outperforms FCN, DeepLabv2, CRF-RNN, DeconvNet, DPN, PSPNet, DPN, DeepLabv2, RefineNet, DUC, and PSPNet.

https://medium.com/mlearning-ai/review-pan-pyramid-attention-network-for-semantic-segmentation-semantic-segmentation-8d94101ba24a

https://hottg.com/DeepLearning_ai
31.9K views., edited  
Artificial Intelligence && Deep Learning
2021- Courses List of Machine Learning, Deep Learning, and Computer Vision from a top school

CS224W: Machine Learning with Graphs - Stanford / Winter 2021
https://www.youtube.com/playlist?list=PLuv1FSpHurUemjLiP4L1x9k6Z9D8rNbYW

Full Stack Deep Learning - Spring 2021 - UC Berkeley
https://www.youtube.com/playlist?list=PLuv1FSpHurUc2nlabZjCLLe8EQa9fOoa9

Introduction to Deep Learning (I2DL) - Technical University of Munich
https://www.youtube.com/playlist?list=PLuv1FSpHurUdmk7v06MDyIx0SDxTrIoqk

3D Computer Vision - National University of Singapore - 2021
https://www.youtube.com/playlist?list=PLuv1FSpHurUflLnJF6hgi0FkeNG1zSFCZ

CV3DST - Computer Vision 3: Detection, Segmentation and Tracking
https://www.youtube.com/playlist?list=PLuv1FSpHurUd08wNo1FMd3eCUZXm8qexe

ADL4CV - Advanced Deep Learning for Computer Vision
https://www.youtube.com/playlist?list=PLuv1FSpHurUcQi2CwFIVQelSFCzxphJqz

👉https://hottg.com/DeepLearning_ai
34.8K views., 
Artificial Intelligence && Deep Learning
PAPER WITH CODES

https://paperswithcode.com/

The mission of Papers with Code is to create a free and open resource with Machine Learning papers, code and evaluation tables.

We believe this is best done together with the community, supported by NLP and ML.

Also operate specialized portals for papers with code in astronomy, physics, computer sciences, mathematics and statistics.

#Contributing
Anyone can contribute - look for the "Edit" buttons!

Want to submit a new code implementation? Search for the paper title, and then add the implementation on the paper page

https://paperswithcode.com/

you can find a sea of implemented source code with papers.


👉https://hottg.com/DeepLearning_ai
Paperswithcode
Papers with Code - The latest in Machine Learning
Papers With Code highlights trending Machine Learning research and the code to implement it.
29.8K viewsShohruh, 
Artificial Intelligence && Deep Learning
500 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲

https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code


👉https://hottg.com/DeepLearning_ai
GitHub
GitHub - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code: 500 AI Machine learning Deep…
500 AI Machine learning Deep learning Computer vision NLP Projects with code - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
28.7K viewsShohruh, 
Artificial Intelligence && Deep Learning
Review — SFA: Simplified-Fast-AlexNet (Blur Classification)

In this story, Blur Image Classification based on Deep Learning, (SFA), is reviewed. In this paper:
Simplified-Fast-AlexNet (SFA) is designed to classify if an image is blurred by defocus blur, Gaussian blur, haze blur, or motion blur.

https://medium.com/nerd-for-tech/review-sfa-simplified-fast-alexnet-blur-classification-4121e6d813f9

👉https://hottg.com/DeepLearning_ai
Medium
Review — SFA: Simplified-Fast-AlexNet (Blur Classification)
“Review — SFA: Simplified-Fast-AlexNet (Blur Classification)” is published by Sik-Ho Tsang in Nerd For Tech.
25.7K viewsShohruh, 
Artificial Intelligence && Deep Learning
2021- Courses List of Machine Learning, Deep Learning, and Computer Vision from a top school
25.5K viewsShohruh, 
Artificial Intelligence && Deep Learning
CS224W: Machine Learning with Graphs - Stanford / Winter 2021
https://www.youtube.com/playlist?list=PLuv1FSpHurUemjLiP4L1x9k6Z9D8rNbYW

Full Stack Deep Learning - Spring 2021 - UC Berkeley
https://www.youtube.com/playlist?list=PLuv1FSpHurUc2nlabZjCLLe8EQa9fOoa9

Introduction to Deep Learning (I2DL) - Technical University of Munich
https://www.youtube.com/playlist?list=PLuv1FSpHurUdmk7v06MDyIx0SDxTrIoqk

3D Computer Vision - National University of Singapore - 2021
https://www.youtube.com/playlist?list=PLuv1FSpHurUflLnJF6hgi0FkeNG1zSFCZ

CV3DST - Computer Vision 3: Detection, Segmentation and Tracking
https://www.youtube.com/playlist?list=PLuv1FSpHurUd08wNo1FMd3eCUZXm8qexe

ADL4CV - Advanced Deep Learning for Computer Vision
https://www.youtube.com/playlist?list=PLuv1FSpHurUcQi2CwFIVQelSFCzxphJqz

join us: https://hottg.com/DeepLearning_ai
34.2K viewsShohruh, 
Artificial Intelligence && Deep Learning
Millions of learners have used Class Central to find their next course.

https://www.classcentral.com/

Join us and stay up to date with the latest news, research papers with spurce codes, books related to AI/ML/DL
39.2K viewsMUHAMMADYAHYO, 
Artificial Intelligence && Deep Learning
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State of the art in Video Object Segmentation.

[paper]: https://www.catalyzex.com/paper/arxiv:2106.05210

Free extension to get code for ML papers (❤️'d by Andrew Ng):
Chrome: AI/ML Papers with Code Everywhere - CatalyzeX


https://hottg.com/DeepLearning_ai
27.3K viewsMUHAMMADYAHYO, edited  
Artificial Intelligence && Deep Learning
Probabilistic two-stage detection

Two-stage object detectors that use class-agnostic one-stage detectors as the proposal network.

github:
https://github.com/xingyizhou/CenterNet2?utm_source=catalyzex.com

paper:
https://arxiv.org/pdf/2103.07461.pdf

https://hottg.com/DeepLearning_ai
GitHub
GitHub - xingyizhou/CenterNet2: Two-stage CenterNet
Two-stage CenterNet. Contribute to xingyizhou/CenterNet2 development by creating an account on GitHub.
26.7K viewsMUHAMMADYAHYO, edited  
Artificial Intelligence && Deep Learning
Course Catalog Download All Udemy Paid Courses And Tutorials FREE - Course Catalog

Why Course Catalog?
- Course Catalog - Upload New Tutorials And Courses On CourseCatalog.us Every Day. So If You Want To Download More Free Courses And Free Tutorials Then Visit them, Again And Again, to get paid courses for free.

Free Tutorials:
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Coursecatalog
- From Coursecatalog You can find solutions for your IT problems. You can easily find thousands of video tutorials provided by experts here. The coursecatalog contains many free tutorials.

hottg.com/deeplearning_ai

👇👇👇
29.9K viewsMUHAMMADYAHYO, 
Artificial Intelligence && Deep Learning
https://coursecatalog.us/

hottg.com/deeplearning_ai
31.9K viewsMUHAMMADYAHYO, 
Artificial Intelligence && Deep Learning
teaser.gif
19.1 MB
GIRAFFE: A Closer Look at the Code for CVPR 2021’s Best Paper

[Paper] http://www.cvlibs.net/publications/Niemeyer2021CVPR.pdf

[Source] https://github.com/autonomousvision/giraffe

[Blog] https://autonomousvision.github.io/giraffe/

[Interactive slides] https://m-niemeyer.github.io/slides/#/4

[Collected] https://m-niemeyer.github.io/project-pages/giraffe/index.html

https://hottg.com/DeepLearning_ai
25.1K viewsMUHAMMADYAHYO, edited  
Artificial Intelligence && Deep Learning
💡AI Workshop: Bring Your Use Case Ideas to Life 💡

👍In this online workshop, we present how you can use AI services and start prototyping in minutes.

👍We cover some of the most popular AI verticals such as Computer Vision and Natural Language Processing.

After this workshop, you will know:

1. What is AI as a Service, and how does it work?
2. What are Computer Vision, NLP, and Speech?
3. How can you prototype your AI products before actual implementation?

Requirements:

✅ Free Registration
✅ Basic Python knowledge

👉16 July, 17:00 - 18:00 CET👈

https://www.linkedin.com/events/6814928657631473664/
29.1K viewsMUHAMMADYAHYO, edited  
Artificial Intelligence && Deep Learning
Review — Non-local Neural Networks (Video Classification)

https://sh-tsang.medium.com/review-non-local-neural-networks-video-classification-object-detection-segmentation-pose-ac42fe57d0e4

https://hottg.com/DeepLearning_ai
Medium
Review — Non-local Neural Networks (Video Classification)
Space, Time, & Spacetime Long-Range Interactions Captured by Non-local Neural Networks
23.6K viewsMUHAMMADYAHYO, 
Artificial Intelligence && Deep Learning
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Woww! This is really awesome!! A new course to learn the fundamentals of Deep Learning with PyTorch by Microsoft 🔥🔥.

https://hottg.com/DeepLearning_ai
28.0K viewsMUHAMMADYAHYO, 
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