قطعه بندی گلبول های سفید در تصاویر میکروسکوپی لام های خونی
محیط برنامه نویسی MATLAB
لینک مقاله:
https://ieeexplore.ieee.org/document/6377703
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لینک کد:
https://github.com/leduckhai/Segment-White-Blood-Cell-Nuclei
محیط برنامه نویسی MATLAB
لینک مقاله:
https://ieeexplore.ieee.org/document/6377703
————————————————————————-
لینک کد:
https://github.com/leduckhai/Segment-White-Blood-Cell-Nuclei
ieeexplore.ieee.org
An efficient technique for white blood cells nuclei automatic segmentation - IEEE Conference Publication
IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. | IEEE Xplore
شناسایی، ردیابی و تخمین سرعت خودرو با استفاده از کتابخانه OpenCV در پایتون
https://www.pyimagesearch.com/2019/12/02/opencv-vehicle-detection-tracking-and-speed-estimation/
https://www.pyimagesearch.com/2019/12/02/opencv-vehicle-detection-tracking-and-speed-estimation/
PyImageSearch
OpenCV Vehicle Detection, Tracking, and Speed Estimation - PyImageSearch
Learn how to use OpenCV and Deep Learning to detect vehicles in video streams, track them, and apply speed estimation to detect the MPH/KPH of the moving vehicle.
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اتومبیل خودران تسلا، کاربرد جالب و حیرت انگیز بینایی ماشین و هوش مصنوعی در صنعت خودرو
قطعه بندی تصویر با استفاده از الگوریتم GrabCut در محیط برنامه نویسی پایتون
https://www.pyimagesearch.com/2020/07/27/opencv-grabcut-foreground-segmentation-and-extraction/
https://www.pyimagesearch.com/2020/07/27/opencv-grabcut-foreground-segmentation-and-extraction/
PyImageSearch
OpenCV GrabCut: Foreground Segmentation and Extraction - PyImageSearch
In this tutorial, you will learn how to use OpenCV and GrabCut to perform foreground segmentation and extraction. Prior to deep learning and instance/semantic segmentation networks such as Mask R-CNN, U-Net, etc., GrabCut was the method to accurately segment…
ساخت اِسکِچ از روی تصاویر چهره با استفاده از هوش مصنوعی
https://www.youtube.com/watch?v=5NM_WBI9UBE
Paper: https://arxiv.org/abs/2006.01047
https://www.youtube.com/watch?v=5NM_WBI9UBE
Paper: https://arxiv.org/abs/2006.01047
YouTube
This AI Creates Human Faces From Your Sketches!
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers
❤️ Their instrumentation of a previous paper is available here: https://app.wandb.ai/stacey/greenscreen/reports/Two-Shots-to-Green-Screen%3A-Collage-with-Deep-Learning…
❤️ Their instrumentation of a previous paper is available here: https://app.wandb.ai/stacey/greenscreen/reports/Two-Shots-to-Green-Screen%3A-Collage-with-Deep-Learning…
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یک مثال جالب از یادگیری تقویتی !!!
تشخیص فاصله اجتماعی عابرین پیاده با استفاده از کتابخانه OpenCV
https://www.pyimagesearch.com/2020/06/01/opencv-social-distancing-detector/
https://www.pyimagesearch.com/2020/06/01/opencv-social-distancing-detector/
PyImageSearch
OpenCV Social Distancing Detector - PyImageSearch
In this tutorial, you will learn how to implement a COVID-19 social distancing detector using OpenCV, Deep Learning, and Computer Vision.
2011_Book_ComputerVision.pdf
52.8 MB
کتاب بینایی ماشین
مولف: Richard Szeliski
انتشارات Springer
مولف: Richard Szeliski
انتشارات Springer
کد تشخیص احساس از طریق آنالیز تصویر چهره
(پیاده سازی شده در محیط MATLAB)
https://www.mathworks.com/matlabcentral/fileexchange/69418-facial-expression-recognition
(پیاده سازی شده در محیط MATLAB)
https://www.mathworks.com/matlabcentral/fileexchange/69418-facial-expression-recognition
Mathworks
Facial Expression Recognition
Auto Facial Expression Recognition
تبدیل فوریه در پردازش تصویر
https://www.youtube.com/watch?v=gwaYwRwY6PU
https://www.youtube.com/watch?v=oACegp4iGi0
https://www.youtube.com/watch?v=gwaYwRwY6PU
https://www.youtube.com/watch?v=oACegp4iGi0
YouTube
Fourier transforms in image processing (Maths Relevance)
A brief explanation of how the Fourier transform can be used in image processing.
Created by: Michelle Dunn
See video credits for image licences.
Copyright owned by Swinburne University of Technology and Michelle Dunn. Some re-use permitted (Creative Commons…
Created by: Michelle Dunn
See video credits for image licences.
Copyright owned by Swinburne University of Technology and Michelle Dunn. Some re-use permitted (Creative Commons…
بازسازی تصاویر قدیمی با استفاده از یادگیری عمیق
مقاله + کد
https://paperswithcode.com/paper/old-photo-restoration-via-deep-latent-space
مقاله + کد
https://paperswithcode.com/paper/old-photo-restoration-via-deep-latent-space
Paperswithcode
Papers with Code - Old Photo Restoration via Deep Latent Space Translation
Implemented in 8 code libraries.
آشنایی با RCNN
لگوریتمی مبتنی یادگیری عمیق جهت شناسایی اهداف مختلف در تصاویر
https://www.youtube.com/watch?v=a9_8wqMxVkY
لگوریتمی مبتنی یادگیری عمیق جهت شناسایی اهداف مختلف در تصاویر
https://www.youtube.com/watch?v=a9_8wqMxVkY
YouTube
RCNN, FAST RCNN, FASTER RCNN : OBJECT DETECTION AND LOCALIZATION THROUGH DEEP NEURAL NETWORKS
This is a video I made for my college course. In this video I first explain the theory behind the modern approaches to object detection and localisation using deep learning techniques. I also explain labelimg a tool for annotating your custom datasets. Then…
شناسایی چهره های پوشیده شده به ماسک مبتنی بر یادگیری عمیق با استفاده از کتابخانه های Keras، Tensorflow و OpenCV
https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/
https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/
PyImageSearch
COVID-19: Face Mask Detector with OpenCV, Keras/TensorFlow, and Deep Learning - PyImageSearch
In this tutorial, you will learn how to train a COVID-19 face mask detector with OpenCV, Keras/TensorFlow, and Deep Learning.
بررسی اجمالی Semantic Segmentation و پیاده سازی آن در MATLAB با استفاده از یادگیری عمیق
https://www.youtube.com/watch?v=uiE56h5LyXc
https://www.youtube.com/watch?v=uiE56h5LyXc
YouTube
Semantic Segmentation Overview - Train a Semantic Segmentation Network Using Deep Learning.
Learn the five major steps that make up semantic segmentation.
Get a Free Deep Learning ebook: https://bit.ly/2K9zZ2s
To learn more, see the semantic segmentation using deep learning example: https://bit.ly/3njxD1b
First, the Image Labeler app allows you…
Get a Free Deep Learning ebook: https://bit.ly/2K9zZ2s
To learn more, see the semantic segmentation using deep learning example: https://bit.ly/3njxD1b
First, the Image Labeler app allows you…
قطعه بندی اتوماتیک نواحی توموری در تصاویر MRI و CT با استفاده از شبکه های تماما کانولوشنی
(مقاله+کد)
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks
https://paperswithcode.com/paper/automatic-liver-and-tumor-segmentation-of-ct
(مقاله+کد)
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks
https://paperswithcode.com/paper/automatic-liver-and-tumor-segmentation-of-ct
Paperswithcode
Papers with Code - Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks
Implemented in 4 code libraries.
Gonzalez,_Rafael_C_Woods,_Richard_E_Digital_image_processing_2018.pdf
82.4 MB
کتاب پردازش تصاویر دیجیتال
مولف: Richard E. Gonzalez, Rafael C. & Woods
سال انتشار : 2018
مولف: Richard E. Gonzalez, Rafael C. & Woods
سال انتشار : 2018
آموزش هوش مصنوعی از استنفورد به زبان "فارسی":
https://stanford.edu/~shervine/l/fa/
https://stanford.edu/~shervine/l/fa/teaching/cs-229/
https://stanford.edu/~shervine/l/fa/teaching/cs-230/
با تشکر از شروین و افشین عمیدی و سایر هموطنان عزیز در این دانشگاه.
https://stanford.edu/~shervine/l/fa/
https://stanford.edu/~shervine/l/fa/teaching/cs-229/
https://stanford.edu/~shervine/l/fa/teaching/cs-230/
با تشکر از شروین و افشین عمیدی و سایر هموطنان عزیز در این دانشگاه.
stanford.edu
شروین عمیدی
Homepage of Shervine Amidi, Graduate Student at Stanford University.