Image & Video Segmentation with SAM 2.1 | Ultralytics | Python

⭐️ Content Description ⭐️ In this video, we explore image and video segmentation using SAM 2.1 (Segment Anything Model 2.1). We demonstrate how this advanced AI model efficiently segments objects in both images and videos with high accuracy. This tutorial covers model setup, segmentation techniques, and real-world applications, making it useful for tasks like object detection, autonomous systems, and content editing. GitHub Code Repo: http://bit.ly/dlcoderepo 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/consult 📷 Instagram: https://www.instagram.com/aswintechguy 🔣 Linkedin: https://www.linkedin.com/in/aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: link ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Introduction to SAM2.1 Segmentation 01:08 Import & Initialize SAM Model 04:20 Segment Image using Bounding Box 08:05 Segment Image using Pixel coordinate point 10:54 Extract Segmented Image from Original Image 16:15 Segment Video using Pixel coordinate point #imagesegmentation #machinelearning #hackersrealm #deeplearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst