ู…ุญุชูˆู‰ ุงู„ุฏูˆุฑุฉ
How to Use YOLO12 for Object Detection with the Ultralytics Package | Is YOLO12 Fast or Slow? ๐Ÿš€ Realtime #YOLOv8 inference from an iPad ๐Ÿ”ฅ Ultralytics YOLO Pose vs MediaPipe โ€“ Who Wins? ๐Ÿคฏ Nvidia Jetson Nano with Ultralytics YOLOv8 OCR with AI โ€“ Pros & Cons You Need to Know ๐Ÿ“Š Vision Language Models | Advantages of VLM's ๐ŸŽ‰ Ultralytics YOLO26 Is Here โ€“ What Changed?! ๐Ÿคฏ Real Time Detection Transformer (RT DETR) Ultralytics YOLO11 on NVIDIA Jetson Orin NX with DeepStream ๐ŸŽ‰ SIFT Algorithm Explained in 60 Seconds ๐Ÿš€ YOLOE zero-shot object detection using Ultralytics Python package ๐Ÿš€ Ultralytics YOLOE-26 Segments Objects Without Training?! ๐Ÿคฏ MiDaS Depth Estimation in Python is a GAME CHANGER for Computer Vision ๐Ÿคฏ SAM3 Changes Everything About Image Segmentation ๐Ÿคฏ๐Ÿš€ Intel OpenVINO Makes Ultralytics YOLO11 Lightning Fastโšก Deep Research Battle: Gemini vs Perplexity vs OpenAI ๐Ÿง  YOLO-World Detects Anything You Ask?! Vision AI ๐Ÿคฏ Jetson Nano Multi-Stream Inference using NVIDIA DeepStream SDK ๐ŸŽ‰ AI Reads Car Number Plates in Real Time?! ๐Ÿš— ๐Ÿคฏ Run Inference on Raspberry Pi using Google Coral Edge TPU ๐ŸŽ‰ Depth Anything v2 | This AI Sees Depth Like Your Eyes Do | VisionAI ๐Ÿš€ Introducing #YOLOv8!๐Ÿ”ฅ Auto Annotation using SAM2 and Ultralytics YOLO11 ๐Ÿ’ช Why AI Still Needs Humans to Label Data | Auto Annotationโ“๐Ÿคฏ Deploy Ultralytics YOLO26 Anywhere โ€“ No NMS (Non maximum suppression) Required ๐Ÿš€ Ultralytics YOLO11 Hits 100 FPS on Apple Devices with CoreML! ๐Ÿš€ Single Model vs Ensemble: The Accuracy Difference #ComputerVision #ML Ultralytics YOLO Counts Apples in Seconds! ๐ŸŽ YOLO Showdown: Which One Win? ๐Ÿš€ Ultralytics YOLOv8 vs. YOLOv9 vs. YOLOv10 vs. Ultralytics YOLO11๐Ÿคฉ This Vision AI Estimates Distance Without Depth Sensors! ๐Ÿคฏ Bad Labels Break Computer Vision Models ๐Ÿ’ฅ Claude Sonnet 4.5: Best AI Coder Yet? โšก Tracks Multiple Objects in Real Time using Ultralytics YOLO26! ๐Ÿคฏ Trajectory forecasting using Ultralytics YOLO26 + MovingPandas ๐Ÿš€ Gemini 2.5 Pro object detection, image captioning, reasoning, and OCR using Ultralytics notebook ๐Ÿš€ Peer-to-peer network with Ultralytics YOLO? ๐Ÿคฏ ANPR using Ultralytics YOLO11 + OpenAI GPT4o-mini ๐Ÿš€ Ultralytics YOLO26 Benchmarked โ€“ Real Performance Numbers ๐Ÿ‘€๐Ÿ“Š Segment Anything with Metaโ€™s SAM 2 + Ultralytics in Google Colab! ๐ŸŽฏ Computer Vision Pipeline EXPLAINED in 1 Minute | Data collection to Model Training and Deploy ๐Ÿš€ Multi-Stream Inference with DeepStream & Ultralytics YOLO26?! Watch This ๐Ÿ‘€โšก How To Export Custom Trained Ultralytics YOLOv8 Model and Run Live Inference on Webcam ๐Ÿ’จ Object Cropping & Blurring with Ultralytics YOLO11 ๐Ÿคฏ | AI Privacy Protection ๐Ÿš€ Build a Fashion Product Search Engine in 10 Min! ๐Ÿ‘—๐Ÿคฏ ANPR using Ultralytics Platform ๐Ÿš€ Ultralytics YOLO Hack: Callbacks in 30 Seconds! ๐Ÿ” Streamlit Runs Ultralytics YOLO26 | Inference in Your Browser?! ๐Ÿคฏโšก What Does a Confusion Matrix Reveal About Ultralytics YOLO11? ๐Ÿ‘€ How computer vision is transforming smart cities for the future ๐Ÿ™๏ธ Can Ultralytics YOLO26 Really Count Everything Live?! ๐Ÿ‘€โšก Ultralytics YOLO26 Detects Cracks You Canโ€™t Even See?! ๐Ÿ˜ฑ Evolutionary Algorithms in Computer Vision! ๐Ÿ–ผ๏ธ๐Ÿง  Ultralytics YOLO Makes Background Removal EASY! ๐Ÿš€ Ultralytics YOLO26 hit 1000 FPS with TensorRT optimization on @NVIDIA DGX #ComputerVision #Shorts Data Augmentation | Ultralytics Augments a Parrot? ๐Ÿฆœ Florence-2 Detects Objects You Didn't Even Label! ๐Ÿคฏ Road-Ready AI with KITTI Dataset ๐Ÿคฏ๐Ÿšฆ Gemini CLI Turns Your Terminal Into an AI Dev ๐Ÿง  Can Ultralytics YOLO Really Manage Queues?! ๐Ÿ‘ฅ๐Ÿคฏ VEO3 Generates Video, Ultralytics Counts Objects ๐Ÿ”ฅโšก How to pick the perfect camera for your vision AI application ๐ŸŽฏ Train YOLOE to Segment Car Parts in Minutes ๐Ÿš˜ #ai Ultralytics YOLO11 Trained on Pascal VOCโ€ฆ Still Strong?! ๐Ÿ’ช No Helmet? AI Detects It Immediately โš ๏ธ Distance Calculation using Ultralytics YOLOv8 #computervision #distance #objectdetection #yolov8 Mask R-CNN Architecture in 60 Seconds! ๐Ÿ› ๏ธ RT-DETR Benchmarks โ€“ The Real Performance Story ๐Ÿ‘€ Ultralytics YOLO26 Detects Wildlife in the Wild?! ๐Ÿฆ“ What Happens When AI Can Track Anything You Click? ๐Ÿคฏ Claude 4 Powers Agentic AI. Hereโ€™s Proof ๐Ÿคฏ Ultralytics YOLO26 Is ~43% More Efficient?! โšก๐Ÿ“Š Extract Anything from Ultralytics YOLO11 in 60 Seconds! โšก Can Computer Vision REALLY Improve Airport Operations Overnight? Ultralytics + 3K Home Images = Smart AI ๐Ÿ”ฅ This Is How Ultralytics Segments the World ๐ŸŒ Comet ML Makes Ultralytics YOLO11 Training Smarter?! ๐Ÿง ๐Ÿคฏ Streamlit Runs Ultralytics YOLO11 Live?! ๐Ÿคฏโšก Detect Rotated Objects with Ultralytics YOLO11โ€™s OBB Task! ๐Ÿš€ Docker in 60 Seconds! ๐Ÿณ Start Like a Pro Why Edge AI Isnโ€™t Just Running Models?! ๐Ÿคฏ Ultralytics YOLO26 vs MediaPipe โ€“ comparison?! ๐Ÿคฏ AI Monitors Tables. You Serve Guests ๐Ÿท Ultralytics YOLO11 Sees Beyond RGB?! ๐ŸŒˆ๐Ÿคฏ Multi-Threaded Inference with Ultralytics YOLO11 in Python | The Safe Way! ๐Ÿคฉ Inside a Production-Ready CV System ๐Ÿ”ฅ What Is Model Context Protocol (MCP)?! ๐Ÿคฏ Image Classification with Ultralytics YOLO26?! ๐Ÿ‘€โšก Fall Detection with Ultralytics Platform ๐Ÿš€ Learn Image Thresholding in Under 60 Seconds ๐Ÿš€ 365 Classes, 1 Model โ€“ Ultralytics YOLO11 Training in Colab! ๐Ÿ‘€ Visual Search with AI in 60 Seconds! โšก Image Processing vs Computer Vision in 72 Seconds ๐Ÿ” Segments Car Parts using Ultralytics YOLO26 ? ๐Ÿš— Tips for improving model mAP on small objects ๐Ÿš€ Google's Nano Banana ๐ŸŒ AI Just Changed the Way I Edit Photos Forever MobileSAM and Meta's Segment Anything 2 Models ๐Ÿš€ Ultralytics VisionAI Transforms Railway Operations?! โšก AI Counts Reps. You Just WorkOut ๐Ÿ’ช Perfect OBB Annotation in Minutes? Hereโ€™s How! โšก Building smart parking with Ultralytics YOLO26 #programming #tutorial Detect Dog Poses Like Magic with Ultralytics YOLO ๐Ÿ•โœจ How to use SAHI with Ultralytics YOLO11 ๐Ÿš€ Best Practices for Model Deployment ๐Ÿš€ VisDrone + Ultralytics YOLO11 = Turn Your Drone Into SMART AI! ๐Ÿš๐Ÿง  Ultralytics YOLO11 Released ๐ŸŽ‰ Model Validation Metrics? BOOM โ€“ CSV, JSON, SQL Export! ๐Ÿ’ฅ This Is How Computer Vision Runs Smart Cities? Pose Estimation + Tracking with Ultralytics YOLO26 ๐Ÿ‘€โšก YOLOv8.2.0 released ๐ŸŽ‰ Deploy Ultralytics YOLO11 Anywhere | Edge, Embedded, Web, or Mobile! ๐Ÿš€ OpenAI ChatGPT 4o Features ๐ŸŽ‰ CIFAR-10 Image Classification using Ultralytics YOLOv8 Google Colab: Ultralytics YOLO11 Model Training Demo ๐ŸŽ‰ Speed Up YOLO Inference with Batch Processing ๐Ÿš€ YOLO12 is here! Learn how to use it with the Ultralytics package ๐Ÿš€ Ultralytics YOLO Oriented Bounding Boxes ๐Ÿš€ Define what your computer vision project's aims to solve ๐Ÿš€ History of Computer Vision Models ๐Ÿ“œ Run All Ultralytics YOLO models in few lines of code #yolov8 #objectdetection Run Segmentation with Pre-Trained Ultralytics YOLOv8 Model in Python #yolov8 #objectdetection Brain Tumor Detection using Ultralytics HUB Data Annotation for Ultralytics YOLO Ultralytics YOLO Tasks: Detect, Track, Segment, Pose #yolov8 Diffusion Models | Generative AI | OpenAI SORA ๐Ÿš€ Ultralytics YOLO26 Detects Brain Tumors from MRI?! ๐Ÿง ๐Ÿคฏ How Dataset Bias Destroys Your AI Model! ๐Ÿ’ฅ Ultralytics YOLOv8 Common Issues xAI's Grok 2.0 with FLUX.1 Integration | Elon Musk xAI Ultralytics YOLOv8.1 Oriented Bounding Boxes (YOLOv8-OBB) Export Ultralytics YOLOv8 Models to PaddlePaddle Format ๐ŸŽ‰ Computer Vision Pipeline ๐ŸŽ‰ Medical pills detection using Ultralytics YOLO11๐Ÿš€ Object Counting in Different Regions using Ultralytics YOLO11 ๐Ÿš€ Hand Keypoints Estimation using Ultralytics YOLO11 ๐Ÿคš Ultralytics COCO Dataset Overview #computervision #objectdetection Ships Counting using Ultralytics YOLO11-OBB ๐Ÿšข Computer vision in retail | Pros and cons of using vision in retail ๐Ÿš€ Overfitting: This Is Why Your Modelโ€™s Failingโ€ฆ โŒ Speed Estimation using Ultralytics YOLOv8 #computervision #speedestimation #objectdetection #yolov8 Hyperparameter Tuning for AI Models | Ultralytics YOLO11 ๐Ÿš€ Transform Production Lines using Object Counting ๐Ÿš€ Preprocessing Isnโ€™t Optional. Itโ€™s Everything ๐Ÿ” Ultralytics VS Code Extension ๐Ÿš€ Animal Footprint Detection with AI | Wildlife Tracking Computer Vision Tutorial ๐Ÿพโšก Inference with SAHI using Ultralytics YOLOv8 FastSAM Object Tracking ๐Ÿš€ Object Detection using OpenImages Pretrained Model #computervision #objectdetection Model Evaluation | Boost Your mAP with Ultralytics YOLO11๐Ÿš€ Ultralytics YOLO26 Detects Boats at Any Angle?! ๐ŸŒŠ๐Ÿšข Ultralytics YOLO11 Pose Estimation ๐Ÿš€ Package segmentation using Ultralytics YOLO11 Crack Segmentation using YOLOv9 with Ultralytics Image classification with CIFAR-100 ๐ŸŽ‰ Tips for Training Machine Learning Models ๐ŸŽ‰ Weights & Biases Integration with Ultralytics YOLOv8 ๐Ÿš€ Fashion MNIST Image Classification ๐Ÿš€ Heatmaps using Ultralytics YOLOv8 #computervision #heatmap #yolov8 Security alarm system using Ultralytics Solutions ๐Ÿš€ Ultralytics YOLO11 in Ultralytics HUB: Training & Inference ๐ŸŽ‰ YOLO World Training Workflow with LVIS Dataset OpenAI O1 Model and its impact on the future of AI! ๐Ÿš€ Parking Management using Ultralytics YOLOv8 ๐Ÿš€ Ultralytics YOLO11 on Mobile is INSANE! X times Faster? ๐Ÿคฏ๐Ÿ“ฑ Ultralytics YOLO11 on NVIDIA Jetson device ๐Ÿš€ Computer vision in HR practices ๐Ÿš€ Using Ultralytics Solutions via CLI ๐Ÿš€ Retail Analytics using Ultralytics Heatmaps ๐ŸŽ‰ Ultralytics Analytical Graphs ๐Ÿš€ How to Contribute to the Ultralytics Repository ๐Ÿš€ Tesla's Autonomous CyberCab & RoboVan! ๐Ÿš— Explore Ultralytics Reference Section: Your Guide to AI Development ๐Ÿš€ Importance of high-quality computer vision datasets ๐Ÿš€ #machinelearning #tech Ultralytics YOLO QuickStart #yolov8 YOLOv9 Training Ultralytics YOLO usage: Python & CLI #yolov8 #objectdetection Ultralytics YOLOv8 Region Counter #yolov8 #computervision Ultralytics New Annotations Features โœ๏ธ Gradio Integration with Ultralytics Object Counting using YOLOv8 #computervision #objectcounting ๐Ÿ”” Subscribe for new #YOLOv8 videos every Wednesday! ๐Ÿ“… #objectdetection Train YOLOv10 on Custom Data using Ultralytics ๐ŸŽ‰ Classwise Object Counting using Ultralytics YOLOv8 Importance of Generative AI ๐ŸŽ‰ Live Inference using Streamlit ๐Ÿš€ Ultralytics YOLOv8 Guides Ultralytics YOLOv8 Model Overview #yolov8 #computervision Test the Machine Learning Models | Data Leakage ๐Ÿš€ OBB Object Detection with Ultralytics HUB Image Classification using Caltech-256 ๐ŸŽ‰ Performance Metrics Ultralytics YOLOv8 #computervision #objectdetection #yolov8 Satellite imaging | Computer vision applications ๐Ÿš€ Ultralytics YOLO11 Benchmarking ๐Ÿš€ Workouts Monitoring using Ultralytics YOLOv8 Carparts Segmentation using Ultralytics YOLO11 ๐Ÿš€ Crop and Blur objects using Ultralytics YOLOv8 YOLOv9 Benchmarks with Ultralytics Ultralytics Utilities Walkthrough Pose Estimation with Ultralytics HUB #computervision #yolov8 Track the objects in zone using Ultralytics ๐Ÿš€ Applications of Ultralytics Pose Estimation on Construction Sites Blur Human Faces with Ultralytics Platform?! โšก Carparts Instance Segmentation using Ultralytics HUB #computervision #imagesegmentation Upload your Datasets to Ultralytics HUB YOLOv10 Benchmark using Ultralytics ๐Ÿš€ Tiger-Pose Estimation using Ultralytics HUB #yolov8 #poseestimation Augmented Reality and Meta's Orion Glasses ๐Ÿ‘“ Training and Validation plots in Ultralytics HUB Pause and Resume Model Training Using HUB African Wildlife Dataset Ultralytics ๐Ÿ’™ Queue Management using Ultralytics YOLOv8 Ultralytics HUB Cloud Training #computervision #objectdetection #yolov8 Training Parameters Configuration in Ultralytics HUB Model maintenance after deployment ๐ŸŽ‰ Ultralytics Explorer API | Semantic Search & AskAI Ultralytics HUB bring your own agent overview Ultralytics Modes: Validate and Benchmarks Share Models and Datasets in Ultralytics HUB

ู„ู„ุญุตูˆู„ ุนู„ู‰ ุดู‡ุงุฏุฉ

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  • 2- ู…ุดุงู‡ุฏุฉ ุงู„ูƒูˆุฑุณ ูƒุงู…ู„ุง
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