Artificial Intelligence && Deep Learning

2021-05-27 10:14:59 2021- Courses List of Machine Learning, Deep Learning, and Computer Vision from a top school Open / Comment

2021-05-26 05:15:22 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://t.me/DeepLearning_ai Open / Comment

2021-05-20 05:32:16 500 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲

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


https://t.me/DeepLearning_ai Open / Comment

2021-05-17 10:37:13 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://t.me/DeepLearning_ai Open / Comment

2021-04-30 11:27:18 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://t.me/DeepLearning_ai Open / Comment

2021-04-20 03:19:33 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://t.me/DeepLearning_ai Open / Comment

2021-04-07 12:09:39 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 Open / Comment

2021-04-06 11:39:08 ERFNet: Efficient Residual Factorized ConvNet for
Real-time Semantic Segmentation [Cited by 452]

paper:
http://www.robesafe.uah.es/personal/eduardo.romera/pdfs/Romera17tits.pdf

github [PyTorch]:
https://github.com/Eromera/erfnet_pytorch Open / Comment

2021-03-22 00:42:43 Review — AdderNet: Do We Really Need Multiplications in Deep Learning? (Image Classification)

This is a paper in 2020 CVPR with over 20 citations. (
Sik-Ho Tsang @ Medium)

https://sh-tsang.medium.com/review-addernet-do-we-really-need-multiplications-in-deep-learning-image-classification-b72851ddb255

https://t.me/DeepLearning_ai

https://t.me/MachineLearning_Programming Open / Comment

2021-03-01 19:47:11 http://introtodeeplearning.com/ Open / Comment