Epython Lab

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 Algorithmic Thinking: If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials: 📌 Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide Understand the steps of the Bubble Sort algorithm with a Python implementation. 📌 Linear Search Algorithm Learn how to search for an element in a list with the Linear Search algorithm. 📌 Binary Search Algorithm A more efficient approach to searching in a sorted list: Binary Search.

Learn More About Algorithmic Thinking: If you're interested in diving deeper into algorithmic problem-solving, check out these additional tutorials: 📌 Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide https://www.youtube.com/watch?v=x6WGF8zDWZA 📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI 📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw 🙏 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

Bubble Sort Algorithm Explained! Python Implementation & Step-by-Step Guide https://www.youtube.com/watch?v=x6WGF8zDWZA

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

Learn More About Algorithmic Thinking: 📌 Linear Search Algorithm: https://www.youtube.com/watch?v=f0KsENxdTGI 📌 Binary Search Algorithm: https://www.youtube.com/watch?v=_MjGCuwFDuw 🙏 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

Binary Search in simple way https://www.youtube.com/watch?v=_MjGCuwFDuw

Data Structures full tutorial for beginners https://www.youtube.com/watch?v=lbdKQI8Jsok To create high-quality videos, I need support from 100 members. Please consider joining my membership tier for at least $1 per month. Your contributions will directly help me purchase essential equipment like a microphone. https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join Join https://t.me/epythonlab for more learning resources

To create high-quality videos, I need support from 100 members. Please consider joining my membership tier for at least $1 per month. Your contributions will directly help me purchase essential equipment like a microphone. https://www.youtube.com/channel/UCsFz0IGS9qFcwrh7a91juPg/join

Learn about Dictionary in Python 🐍 with examples https://youtu.be/7N62qR2jLlA #python #machinelearning #share

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

🐍 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

🐍 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 🙏

As a Developer, the best practice is writing clean, simple, concise, and readable code. Learn about how to write clean code  https://youtu.be/upe7v7dhv0Y Sharing is caring 🙏

Functions in Python 🐢 for beginners with examples https://www.youtube.com/watch?v=DlTJbaVHM3c Local and global scope of functions https://www.youtube.com/watch?v=jJv-aFaddNw Parameters vs positional arguments? https://www.youtube.com/watch?v=K-u3vndXulg

A technique used to extract features from the text. It counts how many times a word appears in a document (corpus), and then transforms that information into a dataset. https://youtu.be/tn-Tvi8CHmg

Creating and parsing XML documents in Python is valuable for managing and exchanging structured data. In this tutorial, you'll cover the basics of creating and parsing XML documents using Python's built-in XML module. https://www.youtube.com/watch?v=WnbS90EzU0Y

asibeh.tenager@gmail.com

🐍 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

Happy print(sum(i**3 for i in range(10))) Source: Andrew NG(The god father of AI) Learn Python from scratch https://youtu.be/ISv6XIl1hn0 Join our telegram to get resources https://t.me/epythonlab