آموزش سریع و خلاصه پیاده سازی تکنیک های یادگیری عمیق در MATLAB
https://www.mathworks.com/videos/training-a-neural-network-from-scratch-with-matlab-1492008542195.html
https://www.mathworks.com/videos/training-a-neural-network-from-scratch-with-matlab-1492008542195.html
Mathworks
Deep Learning with MATLAB: Training a Neural Network from Scratch with MATLAB
Use MATLAB® for configuring, training, and evaluating a convolutional neural network for image classification.
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ویدیویی بسیار جالب از چگونگی رشد بینایی ماشین و یادگیری عمیق از سال ۲۰۱۳ تا به اکنون
معرفی کتابخانه Scikit-Image، یک کتابخانه مناسب فرآیندهای پردازش تصاویر در Python
https://www.youtube.com/watch?v=xPrTHRbT1vY
https://www.youtube.com/watch?v=xPrTHRbT1vY
YouTube
PyData 2015 - Introduction to scikit-image
Emmanuelle Gouillart (CNRS)
Introduction to scikit-image
scikit-image is a general-purpose image processing module for the Python programming language. It is designed to interact efficiently with other popular scientific Python libraries, such as NumPy and…
Introduction to scikit-image
scikit-image is a general-purpose image processing module for the Python programming language. It is designed to interact efficiently with other popular scientific Python libraries, such as NumPy and…
قطعه بندی ناحیه پروستات در تصاویر MRI با استفاده شبکه تماما کانولوشنی
کد+مقاله پوستر
https://github.com/amanbasu/3d-prostate-segmentation
کد+مقاله پوستر
https://github.com/amanbasu/3d-prostate-segmentation
GitHub
GitHub - amanbasu/3d-prostate-segmentation: Segmentation of prostate from MRI scans
Segmentation of prostate from MRI scans. Contribute to amanbasu/3d-prostate-segmentation development by creating an account on GitHub.
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning | DeepAI
https://deepai.org/publication/automated-pancreas-segmentation-using-multi-institutional-collaborative-deep-learning
https://deepai.org/publication/automated-pancreas-segmentation-using-multi-institutional-collaborative-deep-learning
DeepAI
Automated Pancreas Segmentation Using Multi-institutional Collaborative
Deep Learning
Deep Learning
09/28/20 - The performance of deep learning-based methods strongly relies on the number
of datasets used for training. Many efforts have been...
of datasets used for training. Many efforts have been...
شناسایی و قطعه بندی سلول های در تصاویر میکروسکوپی بافت های مختلف در محیط برنامه نویسی پایتون
https://github.com/KChen89/Cell-Nuclei-Detection-and-Segmentation
https://github.com/KChen89/Cell-Nuclei-Detection-and-Segmentation
GitHub
GitHub - KChen89/Cell-Nuclei-Detection-and-Segmentation: Detect location and draw boundary of nuclei from microscopic images
Detect location and draw boundary of nuclei from microscopic images - KChen89/Cell-Nuclei-Detection-and-Segmentation
شناسایی تصاویر چهره زنده در محیط برنامه نویسی پایتون
https://towardsdatascience.com/real-time-face-liveness-detection-with-python-keras-and-opencv-c35dc70dafd3
https://towardsdatascience.com/real-time-face-liveness-detection-with-python-keras-and-opencv-c35dc70dafd3
Medium
Real-time face liveness detection with Python, Keras and OpenCV
Most facial recognition algorithms suffer from photo attacks. This article shows you how to detect living person in real-time.
پیاده سازی Faster RCNN در محیط برنامه نویسی پایتون با استفاده از کتابخانه Keras جهت شناسایی اهداف مختلف
https://towardsdatascience.com/faster-r-cnn-object-detection-implemented-by-keras-for-custom-data-from-googles-open-images-125f62b9141a
https://towardsdatascience.com/faster-r-cnn-object-detection-implemented-by-keras-for-custom-data-from-googles-open-images-125f62b9141a
Medium
Faster R-CNN (object detection) implemented by Keras for custom data from Google’s Open Images Dataset V4
Introduction
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تولباکسی برای انطباق تصاویر پزشکی
مقاله + کد
VoxelMorph: A Learning Framework for Deformable Medical Image Registration
https://paperswithcode.com/paper/voxelmorph-a-learning-framework-for
مقاله + کد
VoxelMorph: A Learning Framework for Deformable Medical Image Registration
https://paperswithcode.com/paper/voxelmorph-a-learning-framework-for
Paperswithcode
Papers with Code - VoxelMorph: A Learning Framework for Deformable Medical Image Registration
🏆 SOTA for Diffeomorphic Medical Image Registration on OASIS+ADIBE+ADHD200+MCIC+PPMI+HABS+HarvardGSP (Dice metric)
شناسایی اهداف دایره ای شکل در تصاویر در محیط MATLAB
https://www.mathworks.com/help/images/detect-and-measure-circular-objects-in-an-image.html?s_tid=srchnoscript
https://www.mathworks.com/help/images/detect-and-measure-circular-objects-in-an-image.html?s_tid=srchnoscript
Mathworks
Detect and Measure Circular Objects in an Image
- MATLAB & Simulink Example
- MATLAB & Simulink Example
This example shows how to automatically detect circular objects in an image and visualize the detected circles.
الگوریتم White Balance جهت بهبود کیفیت تصاویر در MATLAB
https://www.mathworks.com/matlabcentral/fileexchange/73428-image-white-balancing
https://www.mathworks.com/matlabcentral/fileexchange/73428-image-white-balancing
Mathworks
Image white balancing
White balance camera-rendered sRGB images (CVPR 2019)
چگونه در محیط برنامه نویسی پایتون یک Qr-Code بسازیم و Qr-code ها را رمزگشایی کنیم
https://medium.com/better-programming/how-to-generate-and-decode-qr-codes-in-python-a933bce56fd0
https://medium.com/better-programming/how-to-generate-and-decode-qr-codes-in-python-a933bce56fd0
Medium
How to Generate and Decode QR Codes in Python
A starter guide in handling QR codes in your Python app
تشخیص چهره با شبکه VGGFace2 در محیط برنامه نویسی پایتون با استفاده از Keras
https://machinelearningmastery.com/how-to-perform-face-recognition-with-vggface2-convolutional-neural-network-in-keras/
https://machinelearningmastery.com/how-to-perform-face-recognition-with-vggface2-convolutional-neural-network-in-keras/
کدهای شبکه های Pretrain شبکه های عصبی کانولوشنی معروف
https://paperswithcode.com/methods/category/convolutional-neural-networks
https://paperswithcode.com/methods/category/convolutional-neural-networks
Paperswithcode
Papers with Code - An Overview of Convolutional Neural Networks
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مثالی از شناسایی اهداف مبتنی بر الگوریتم SSD در محیط MATLAB
https://www.mathworks.com/help/vision/ug/object-detection-using-single-shot-detector.html
https://www.mathworks.com/help/vision/ug/object-detection-using-single-shot-detector.html
Mathworks
Object Detection Using SSD Deep Learning
- MATLAB & Simulink
- MATLAB & Simulink
Train an SSD Multibox object detector using a deep learning network architecture.