Epython Lab


Гео и язык канала: Эфиопия, Английский
Категория: Технологии


Welcome to Epython Lab, where you can get resources to learn, one-on-one trainings on machine learning, business analytics, and Python, and solutions for business problems.
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Гео и язык канала
Эфиопия, Английский
Категория
Технологии
Статистика
Фильтр публикаций




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Enhancing Malaria Detection with Tiny Object Detection in Deep Learning

I’ve implemented a CNN-based malaria detection model, but detecting tiny infected red blood cells (RBCs) remains a challenge due to low contrast and scale variations in blood smear images.
To further improve accuracy, I plan to integrate Tiny Object Detection techniques, such as:
🔹 Feature Pyramid Networks (FPN) for better multi-scale feature extraction
🔹 Attention mechanisms to enhance focus on infected RBCs
🔹 Super-resolution methods for improved image clarity

Check out my current implementation on GitHub: https://github.com/epythonlab2/malaria_detection

Looking forward to exploring more advanced techniques in AI-powered healthcare! Let’s discuss—what are your thoughts? 👇






Learn More about Data Structures and Conditional Statements in Python:
📌 If statements, for loops, while loops: https://youtu.be/9k2rmxLtbNk
📌 Lists, Dictionaries, Tuples, File Handling: https://www.youtube.com/watch?v=lbdKQI8Jsok


🙏 Support My Work:
🎁 Send a thanks gift or become a member: https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join

💬 Join Our Telegram Discussion Group: https://t.me/epythonlab












Algorithmic thinking with linear search example https://www.youtube.com/watch?v=f0KsENxdTGI


Репост из: Epython Lab
🐍 As we know Python is dynamically typed programming language. We do not need to statically define the type of data before we use it like other programming language such as c++ and java.

However, we could also statically indicate type hint for variables. You can learn here 👉👉https://youtu.be/x5wM5M6MJbU


Репост из: Epython Lab
🐍 The most essential skill you must have as a Python Developer/Data Analyst/Data Scientist is membership operators.

In this short tutorial, you will learn about how to use membership operators in real world application.

👉👉https://youtu.be/Us-iQ_HbIrk

Subscribe, like, share 🙏










Репост из: Epython Lab
🐍 POP QUIZ | Day 5: What type of module is the OS in Python?

Learn about handling files using the OS module in Python https://youtu.be/aWB3Ubb1UV0

@epythonlab #popquiz

Показано 20 последних публикаций.