Lecture 15 introduces object detection as the core computer vision task of localizing objects in images. We contrast this task with the image classification task we have mostly discussed so far, and see how we need new datasets (PASCAL, COCO), evaluation…

جلسه هجدهم یادگیری ماشین در پایتون
مدرس: رضا اکبری موحد
Lecturer: Reza Akbari Movahed
موضوع: طبقه‌بندی با مدل KNN
برای دریافت فایل‌های ضمیمه دوره به لینک زیر مراجعه کنید
https://github.com/r-akbarimovahed/Machine-Learning-in-Python/tree/main/Lecture%2018…

Implemented in 2 code libraries.

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In this video, we will learn how to create an Image Classifier using Feature Detection. We will first look at the basic code of feature detection and denoscription and then move on to the classifier project.

🚀🚀 My Urdu/Hindi AI YouTube Channel 🚀🚀
https:/…

Implemented in one code library.

کانال Advnaced AI:
کانالی برای علاقه‌مندان هوش مصنوعی

رویکردهای اصلی کانال:
📘📖ارائه به‌روزترین کتاب‌ها و مقالات
🎥📝ارائه ویدئوها و لینک‌های آموزشی
👨‍💻💵استخدامی و فرصت‌های شغلی
🧠🕺🏻ایده‌ها و دستاوردها

A flexible data labeling tool for all data types. Prepare training data for computer vision, natural language processing, speech, voice, and video models.

جلسه نوزدهم یادگیری ماشین در پایتون
مدرس: رضا اکبری موحد
Lecturer: Reza Akbari Movahed
موضوع: طبقه‌بندی با مدل Naive Bayes و مفاهیم Underfitting و Overfitting
لینک فایل‌های ضمیمه:
https://github.com/r-akbarimovahed/Machine-Learning-in-Python/tree/main/Lecture%2019…

Google Colab Notebook used:
https://colab.research.google.com/drive/1DIQm9rOx2mT1bZETEeVUThxcrP1RKqAn

scholarship, research, uni job positions available, 2 PhD positions in Internet of Things and Edge Computing, Netherlands

First deep learning intro lecture of course 6.S094: Deep Learning for Self-Driving Cars taught in Winter 2017.

INFO:
Slides: http://bit.ly/2HmL5ia
Website: https://deeplearning.mit.edu
GitHub: https://github.com/lexfridman/mit-deep-learning
Playlist: ht…

▬▬ Papers / Resources ▬▬▬
GCMC: https://arxiv.org/pdf/1706.02263.pdf
PinSAGE: https://arxiv.org/pdf/1806.01973.pdf
Diffnet++: https://arxiv.org/pdf/2002.00844.pdf
GraphRec: https://arxiv.org/abs/1902.07243
Dynamic GNN for Seq. Rec: https://arxiv.org/pd…

👉 AI Vision Courses + Community → https://www.skool.com/ai-vision-academy

Blog: https://pysource.com/2022/01/25/calculate-the-area-of-an-object-with-mask-r-cnn-and-python/

Training Mask R-CNN PRO (Notebook + Mini-Course): https://pysource.com/mask-rcnn…

جلسه بیستم یادگیری ماشین در پایتون
مدرس: رضا اکبری موحد
Lecturer: Reza Akbari Movahed
موضوع: طبقه‌بندی با مدل درخت تصمیم‌گیری و رگرسیون در یادگیری بانظارت
برای دریافت فایل‌های ضمیمه دوره به لینک زیر مراجعه کنید
https://github.com/r-akbarimovahed/Machine-Learning…

**Cell Segmentation** is a task of splitting a microscopic image domain into segments, which represent individual instances of cells. It is a fundamental step in many biomedical studies, and it is regarded as a cornerstone of image-based cellular research.…