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.
نحوه آموزش و تست یک شبکه عصبی کانولوشنی در پایتون با استفاده از کتابخانه Keras
https://www.youtube.com/watch?v=daovGOlMbT4
https://www.youtube.com/watch?v=daovGOlMbT4
YouTube
Create and train a CNN Image Classifier with Keras
In this episode, we demonstrate how to build a simple convolutional neural network (CNN) and train it on images of cats and dogs using TensorFlow's Keras API.
🕒🦎 VIDEO SECTIONS 🦎🕒
00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources…
🕒🦎 VIDEO SECTIONS 🦎🕒
00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources…
طبقه بندی سیگنال ECG با استفاده از شبکه LSTM در MATLAB
https://www.mathworks.com/help/signal/ug/classify-ecg-signals-using-long-short-term-memory-networks.html;jsessionid=cc5296f99fe20c531e374e4be22b
https://www.mathworks.com/help/signal/ug/classify-ecg-signals-using-long-short-term-memory-networks.html;jsessionid=cc5296f99fe20c531e374e4be22b
Mathworks
Classify ECG Signals Using Long Short-Term Memory Networks
- MATLAB & Simulink
- MATLAB & Simulink
Classify heartbeat electrocardiogram data using deep learning and signal processing.
تشخیص آلزایمر بر اساس تصاویر مغری MRI با استفاده از شبکه های عصبی کانولوشنی در Python
https://github.com/RishalAggarwal/3D-Convnet-for-Alzheimer-s-Detection
https://github.com/RishalAggarwal/3D-Convnet-for-Alzheimer-s-Detection
GitHub
GitHub - RishalAggarwal/3D-Convnet-for-Alzheimer-s-Detection: 3D brain image preprocessing and training (coded when I was a sophomore)
3D brain image preprocessing and training (coded when I was a sophomore) - RishalAggarwal/3D-Convnet-for-Alzheimer-s-Detection