Ultralytics YOLO26 vs MediaPipe – comparison?! 🤯

Ultralytics YOLO Full Course – Object Detection, Pose Estimation & Real-Time AI Vision

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217 درس فيديو عالي الجودة
تمارين عملية ومشاريع تطبيقية
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Ultralytics YOLO26 vs MediaPipe – comparison?! 🤯

Ultralytics YOLO Full Course – Object Detection, Pose Estimation & Real-Time AI Vision

محتوى الكورس

جميع الدروس

217 درس

10:31 How to Use YOLO12 for Object Detection with the Ultralytics Package | Is YOLO12 Fast or Slow? 🚀

00:12 Realtime #YOLOv8 inference from an iPad 🔥

01:00 Ultralytics YOLO Pose vs MediaPipe – Who Wins? 🤯

01:00 Nvidia Jetson Nano with Ultralytics YOLOv8

01:01 OCR with AI – Pros & Cons You Need to Know 📊

01:00 Vision Language Models | Advantages of VLM's 🎉

00:58 Ultralytics YOLO26 Is Here – What Changed?! 🤯

00:41 Real Time Detection Transformer (RT DETR)

00:58 Ultralytics YOLO11 on NVIDIA Jetson Orin NX with DeepStream 🎉

01:00 SIFT Algorithm Explained in 60 Seconds 🚀

00:58 YOLOE zero-shot object detection using Ultralytics Python package 🚀

01:01 Ultralytics YOLOE-26 Segments Objects Without Training?! 🤯

00:56 MiDaS Depth Estimation in Python is a GAME CHANGER for Computer Vision 🤯

01:00 SAM3 Changes Everything About Image Segmentation 🤯🚀

01:01 Intel OpenVINO Makes Ultralytics YOLO11 Lightning Fast⚡

00:59 Deep Research Battle: Gemini vs Perplexity vs OpenAI 🧠

00:58 YOLO-World Detects Anything You Ask?! Vision AI 🤯

00:59 Jetson Nano Multi-Stream Inference using NVIDIA DeepStream SDK 🎉

00:58 AI Reads Car Number Plates in Real Time?! 🚗 🤯

01:00 Run Inference on Raspberry Pi using Google Coral Edge TPU 🎉

00:56 Depth Anything v2 | This AI Sees Depth Like Your Eyes Do | VisionAI 🚀

00:15 Introducing #YOLOv8!🔥

00:54 Auto Annotation using SAM2 and Ultralytics YOLO11 💪

01:00 Why AI Still Needs Humans to Label Data | Auto Annotation❓🤯

01:01 Deploy Ultralytics YOLO26 Anywhere – No NMS (Non maximum suppression) Required 🚀

00:59 Ultralytics YOLO11 Hits 100 FPS on Apple Devices with CoreML! 🚀

01:00 Single Model vs Ensemble: The Accuracy Difference #ComputerVision #ML

00:59 Ultralytics YOLO Counts Apples in Seconds! 🍎

00:58 YOLO Showdown: Which One Win? 🚀 Ultralytics YOLOv8 vs. YOLOv9 vs. YOLOv10 vs. Ultralytics YOLO11🤩

00:56 This Vision AI Estimates Distance Without Depth Sensors! 🤯

01:00 Bad Labels Break Computer Vision Models 💥

00:59 Claude Sonnet 4.5: Best AI Coder Yet? ⚡

00:49 Tracks Multiple Objects in Real Time using Ultralytics YOLO26! 🤯

00:59 Trajectory forecasting using Ultralytics YOLO26 + MovingPandas 🚀

01:00 Gemini 2.5 Pro object detection, image captioning, reasoning, and OCR using Ultralytics notebook 🚀

00:59 Peer-to-peer network with Ultralytics YOLO? 🤯

00:59 ANPR using Ultralytics YOLO11 + OpenAI GPT4o-mini 🚀

01:00 Ultralytics YOLO26 Benchmarked – Real Performance Numbers 👀📊

01:00 Segment Anything with Meta’s SAM 2 + Ultralytics in Google Colab! 🎯

01:00 Computer Vision Pipeline EXPLAINED in 1 Minute | Data collection to Model Training and Deploy 🚀

01:01 Multi-Stream Inference with DeepStream & Ultralytics YOLO26?! Watch This 👀⚡

00:17 How To Export Custom Trained Ultralytics YOLOv8 Model and Run Live Inference on Webcam 💨

01:00 Object Cropping & Blurring with Ultralytics YOLO11 🤯 | AI Privacy Protection 🚀

01:00 Build a Fashion Product Search Engine in 10 Min! 👗🤯

00:45 ANPR using Ultralytics Platform 🚀

01:00 Ultralytics YOLO Hack: Callbacks in 30 Seconds! 🔁

00:59 Streamlit Runs Ultralytics YOLO26 | Inference in Your Browser?! 🤯⚡

00:57 What Does a Confusion Matrix Reveal About Ultralytics YOLO11? 👀

01:00 How computer vision is transforming smart cities for the future 🏙️

01:00 Can Ultralytics YOLO26 Really Count Everything Live?! 👀⚡

00:56 Ultralytics YOLO26 Detects Cracks You Can’t Even See?! 😱

00:58 Evolutionary Algorithms in Computer Vision! 🖼️🧠

01:00 Ultralytics YOLO Makes Background Removal EASY! 🚀

01:00 Ultralytics YOLO26 hit 1000 FPS with TensorRT optimization on @NVIDIA DGX #ComputerVision #Shorts

01:00 Data Augmentation | Ultralytics Augments a Parrot? 🦜

01:00 Florence-2 Detects Objects You Didn't Even Label! 🤯

01:00 Road-Ready AI with KITTI Dataset 🤯🚦

01:00 Gemini CLI Turns Your Terminal Into an AI Dev 🧠

01:00 Can Ultralytics YOLO Really Manage Queues?! 👥🤯

01:00 VEO3 Generates Video, Ultralytics Counts Objects 🔥⚡

00:59 How to pick the perfect camera for your vision AI application 🎯

00:59 Train YOLOE to Segment Car Parts in Minutes 🚘 #ai

01:00 Ultralytics YOLO11 Trained on Pascal VOC… Still Strong?! 💪

00:58 No Helmet? AI Detects It Immediately ⚠️

00:50 Distance Calculation using Ultralytics YOLOv8 #computervision #distance #objectdetection #yolov8

00:59 Mask R-CNN Architecture in 60 Seconds! 🛠️

01:01 RT-DETR Benchmarks – The Real Performance Story 👀

00:49 Ultralytics YOLO26 Detects Wildlife in the Wild?! 🦓

01:01 What Happens When AI Can Track Anything You Click? 🤯

00:59 Claude 4 Powers Agentic AI. Here’s Proof 🤯

01:00 Ultralytics YOLO26 Is ~43% More Efficient?! ⚡📊

01:00 Extract Anything from Ultralytics YOLO11 in 60 Seconds! ⚡

00:59 Can Computer Vision REALLY Improve Airport Operations Overnight?

00:59 Ultralytics + 3K Home Images = Smart AI 🔥

01:00 This Is How Ultralytics Segments the World 🌍

01:00 Comet ML Makes Ultralytics YOLO11 Training Smarter?! 🧠🤯

01:00 Streamlit Runs Ultralytics YOLO11 Live?! 🤯⚡

01:00 Detect Rotated Objects with Ultralytics YOLO11’s OBB Task! 🚀

01:00 Docker in 60 Seconds! 🐳 Start Like a Pro

01:00 Why Edge AI Isn’t Just Running Models?! 🤯

01:00 Ultralytics YOLO26 vs MediaPipe – comparison?! 🤯

01:17 AI Monitors Tables. You Serve Guests 🍷

01:00 Ultralytics YOLO11 Sees Beyond RGB?! 🌈🤯

01:00 Multi-Threaded Inference with Ultralytics YOLO11 in Python | The Safe Way! 🤩

00:59 Inside a Production-Ready CV System 🔥

00:59 What Is Model Context Protocol (MCP)?! 🤯

01:01 Image Classification with Ultralytics YOLO26?! 👀⚡

00:57 Fall Detection with Ultralytics Platform 🚀

01:00 Learn Image Thresholding in Under 60 Seconds 🚀

00:59 365 Classes, 1 Model – Ultralytics YOLO11 Training in Colab! 👀

01:21 Visual Search with AI in 60 Seconds! ⚡

01:22 Image Processing vs Computer Vision in 72 Seconds 🔍

01:00 Segments Car Parts using Ultralytics YOLO26 ? 🚗

01:00 Tips for improving model mAP on small objects 🚀

00:55 Google's Nano Banana 🍌 AI Just Changed the Way I Edit Photos Forever

00:52 MobileSAM and Meta's Segment Anything 2 Models 🚀

00:57 Ultralytics VisionAI Transforms Railway Operations?! ⚡

00:49 AI Counts Reps. You Just WorkOut 💪

00:56 Perfect OBB Annotation in Minutes? Here’s How! ⚡

01:00 Building smart parking with Ultralytics YOLO26 #programming #tutorial

01:02 Detect Dog Poses Like Magic with Ultralytics YOLO 🐕✨

01:00 How to use SAHI with Ultralytics YOLO11 🚀

00:59 Best Practices for Model Deployment 🚀

00:57 VisDrone + Ultralytics YOLO11 = Turn Your Drone Into SMART AI! 🚁🧠

00:59 Ultralytics YOLO11 Released 🎉

00:58 Model Validation Metrics? BOOM – CSV, JSON, SQL Export! 💥

01:01 This Is How Computer Vision Runs Smart Cities?

01:00 Pose Estimation + Tracking with Ultralytics YOLO26 👀⚡

00:56 YOLOv8.2.0 released 🎉

00:50 Deploy Ultralytics YOLO11 Anywhere | Edge, Embedded, Web, or Mobile! 🚀

01:00 OpenAI ChatGPT 4o Features 🎉

00:57 CIFAR-10 Image Classification using Ultralytics YOLOv8

00:59 Google Colab: Ultralytics YOLO11 Model Training Demo 🎉

00:56 Speed Up YOLO Inference with Batch Processing 🚀

00:58 YOLO12 is here! Learn how to use it with the Ultralytics package 🚀

00:49 Ultralytics YOLO Oriented Bounding Boxes 🚀

00:57 Define what your computer vision project's aims to solve 🚀

00:59 History of Computer Vision Models 📜

00:33 Run All Ultralytics YOLO models in few lines of code #yolov8 #objectdetection

00:33 Run Segmentation with Pre-Trained Ultralytics YOLOv8 Model in Python #yolov8 #objectdetection

00:57 Brain Tumor Detection using Ultralytics HUB

00:58 Data Annotation for Ultralytics YOLO

00:33 Ultralytics YOLO Tasks: Detect, Track, Segment, Pose #yolov8

00:59 Diffusion Models | Generative AI | OpenAI SORA 🚀

00:52 Ultralytics YOLO26 Detects Brain Tumors from MRI?! 🧠🤯

01:12 How Dataset Bias Destroys Your AI Model! 💥

00:59 Ultralytics YOLOv8 Common Issues

01:00 xAI's Grok 2.0 with FLUX.1 Integration | Elon Musk xAI

00:33 Ultralytics YOLOv8.1 Oriented Bounding Boxes (YOLOv8-OBB)

00:57 Export Ultralytics YOLOv8 Models to PaddlePaddle Format 🎉

01:00 Computer Vision Pipeline 🎉

01:00 Medical pills detection using Ultralytics YOLO11🚀

00:58 Object Counting in Different Regions using Ultralytics YOLO11 🚀

01:00 Hand Keypoints Estimation using Ultralytics YOLO11 🤚

00:54 Ultralytics COCO Dataset Overview #computervision #objectdetection

00:57 Ships Counting using Ultralytics YOLO11-OBB 🚢

00:59 Computer vision in retail | Pros and cons of using vision in retail 🚀

01:00 Overfitting: This Is Why Your Model’s Failing… ❌

00:50 Speed Estimation using Ultralytics YOLOv8 #computervision #speedestimation #objectdetection #yolov8

00:59 Hyperparameter Tuning for AI Models | Ultralytics YOLO11 🚀

00:53 Transform Production Lines using Object Counting 🚀

01:01 Preprocessing Isn’t Optional. It’s Everything 🔍

00:55 Ultralytics VS Code Extension 🚀

00:59 Animal Footprint Detection with AI | Wildlife Tracking Computer Vision Tutorial 🐾⚡

00:50 Inference with SAHI using Ultralytics YOLOv8

00:53 FastSAM Object Tracking 🚀

00:57 Object Detection using OpenImages Pretrained Model #computervision #objectdetection

00:57 Model Evaluation | Boost Your mAP with Ultralytics YOLO11🚀

01:00 Ultralytics YOLO26 Detects Boats at Any Angle?! 🌊🚢

00:58 Ultralytics YOLO11 Pose Estimation 🚀

00:41 Package segmentation using Ultralytics YOLO11

01:00 Crack Segmentation using YOLOv9 with Ultralytics

00:57 Image classification with CIFAR-100 🎉

00:59 Tips for Training Machine Learning Models 🎉

00:57 Weights & Biases Integration with Ultralytics YOLOv8 🚀

00:53 Fashion MNIST Image Classification 🚀

00:33 Heatmaps using Ultralytics YOLOv8 #computervision #heatmap #yolov8

00:59 Security alarm system using Ultralytics Solutions 🚀

00:56 Ultralytics YOLO11 in Ultralytics HUB: Training & Inference 🎉

00:57 YOLO World Training Workflow with LVIS Dataset

00:53 OpenAI O1 Model and its impact on the future of AI! 🚀

00:56 Parking Management using Ultralytics YOLOv8 🚀

01:01 Ultralytics YOLO11 on Mobile is INSANE! X times Faster? 🤯📱

00:56 Ultralytics YOLO11 on NVIDIA Jetson device 🚀

00:58 Computer vision in HR practices 🚀

00:49 Using Ultralytics Solutions via CLI 🚀

00:58 Retail Analytics using Ultralytics Heatmaps 🎉

01:00 Ultralytics Analytical Graphs 🚀

00:58 How to Contribute to the Ultralytics Repository 🚀

00:55 Tesla's Autonomous CyberCab & RoboVan! 🚗

01:00 Explore Ultralytics Reference Section: Your Guide to AI Development 🚀

00:57 Importance of high-quality computer vision datasets 🚀 #machinelearning #tech

00:32 Ultralytics YOLO QuickStart #yolov8

00:58 YOLOv9 Training

00:33 Ultralytics YOLO usage: Python & CLI #yolov8 #objectdetection

00:33 Ultralytics YOLOv8 Region Counter #yolov8 #computervision

00:54 Ultralytics New Annotations Features ✍️

00:57 Gradio Integration with Ultralytics

00:33 Object Counting using YOLOv8 #computervision #objectcounting

00:27 🔔 Subscribe for new #YOLOv8 videos every Wednesday! 📅 #objectdetection

00:59 Train YOLOv10 on Custom Data using Ultralytics 🎉

00:59 Classwise Object Counting using Ultralytics YOLOv8

01:00 Importance of Generative AI 🎉

00:54 Live Inference using Streamlit 🚀

00:33 Ultralytics YOLOv8 Guides

00:33 Ultralytics YOLOv8 Model Overview #yolov8 #computervision

00:59 Test the Machine Learning Models | Data Leakage 🚀

01:00 OBB Object Detection with Ultralytics HUB

00:59 Image Classification using Caltech-256 🎉

00:33 Performance Metrics Ultralytics YOLOv8 #computervision #objectdetection #yolov8

01:01 Satellite imaging | Computer vision applications 🚀

00:56 Ultralytics YOLO11 Benchmarking 🚀

00:54 Workouts Monitoring using Ultralytics YOLOv8

00:58 Carparts Segmentation using Ultralytics YOLO11 🚀

00:57 Crop and Blur objects using Ultralytics YOLOv8

00:59 YOLOv9 Benchmarks with Ultralytics

00:59 Ultralytics Utilities Walkthrough

00:54 Pose Estimation with Ultralytics HUB #computervision #yolov8

00:41 Track the objects in zone using Ultralytics 🚀

00:51 Applications of Ultralytics Pose Estimation on Construction Sites

00:55 Blur Human Faces with Ultralytics Platform?! ⚡

00:52 Carparts Instance Segmentation using Ultralytics HUB #computervision #imagesegmentation

00:33 Upload your Datasets to Ultralytics HUB

00:52 YOLOv10 Benchmark using Ultralytics 🚀

00:33 Tiger-Pose Estimation using Ultralytics HUB #yolov8 #poseestimation

01:00 Augmented Reality and Meta's Orion Glasses 👓

00:58 Training and Validation plots in Ultralytics HUB

00:57 Pause and Resume Model Training Using HUB

01:00 African Wildlife Dataset Ultralytics 💙

00:55 Queue Management using Ultralytics YOLOv8

00:58 Ultralytics HUB Cloud Training #computervision #objectdetection #yolov8

00:57 Training Parameters Configuration in Ultralytics HUB

01:00 Model maintenance after deployment 🎉

00:33 Ultralytics Explorer API | Semantic Search & AskAI

00:59 Ultralytics HUB bring your own agent overview

00:34 Ultralytics Modes: Validate and Benchmarks

00:59 Share Models and Datasets in Ultralytics HUB