Загрузка...

Multi-Model Image Segmentation App using YOLO & Streamlit | Brain Tumor, Roads, Cracks & More

🚀 Image Segmentation Web App Using Streamlit + YOLO | Multiple Pretrained Segmentation Models

In this video, I walk you through an end-to-end Streamlit Segmentation Application that supports multiple deep-learning models such as:
🧠 Brain Tumor Segmentation
🛣 Road Segmentation
🌿 Leaf Disease Segmentation
🧍 Person Segmentation
🕳 Pothole Segmentation
⚡ Crack Segmentation

Whether you're working with medical images, road analysis, civil engineering, or computer vision projects — this system helps you build a flexible, production-ready app!

🔧 Tech Stack Used
Streamlit
YOLO (Ultralytics)
OpenCV
NumPy
PIL
Python

📌 Features of the App
⭐ Multiple pretrained models support
⭐ Transparent segmentation overlay
⭐ Smooth UI design with background image
⭐ Automatic mask resizing
⭐ Fully modular Python code
⭐ Easy to integrate into other projects

📺 Videos You May Like
🔹Build a Multi-Model Image Classification App with YOLO & Streamlit | Deep Learning Project Tutorial
https://youtu.be/FhHbw8pqte8
🔹 Build a Telegram AI Image Classification Bot with YOLO | Deep Learning Project in Python
https://youtu.be/7xl9hpGe5Ng
🔹 Build an Object Detection Web App using YOLO and Streamlit | Python + OpenCV Tutorial
https://youtu.be/naCE-ThvWMc
🔹AI Push-Up Counter Using YOLOv8 Pose Estimation | Python Fitness Tracker Project
https://youtu.be/shvvgu6AHWE

📁 GitHub Repository : https://github.com/NitinCVOrbit/Multiple_Models_Segmentation_Webapp_YOLO

#yolov8 #yolo #segmentation #computervision #deeplearning #streamlit #python #opencv #machinelearning #aiprojects #brainTumorSegmentation #roadSegmentation #leafDiseaseDetection #potholeDetection #crackDetection #ultralytics #aiapps #mlprojects #dataset #imageprocessing

Видео Multi-Model Image Segmentation App using YOLO & Streamlit | Brain Tumor, Roads, Cracks & More канала CV orbit
Яндекс.Метрика
Все заметки Новая заметка Страницу в заметки
Страницу в закладки Мои закладки
На информационно-развлекательном портале SALDA.WS применяются cookie-файлы. Нажимая кнопку Принять, вы подтверждаете свое согласие на их использование.
О CookiesНапомнить позжеПринять