Ultralytics @ultralytics Twitter profile

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Ultralytics

2 months

Pothole detection with Ultralytics YOLOv8 means efficient road maintenance. Real-time object detection allows for quick, precise identification, leading to immediate repairs and enhanced road safety. 🔗Learn more ➡️ #AI #YOLOv8

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Ultralytics

@ultralytics

6 months

Optimize production lines with Ultralytics YOLOv8! Accurate real-time counting for streamlined processes and improved inventory management. A radical leap in automation. 🔄🚀 Swift setup: `pip install ultralytics` and follow #computervision

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Ultralytics

@ultralytics

3 months

Distance calculation with VisionEye using Ultralytics YOLOv8 🚀 Ultralytics VisionEye automates object focus, mimicking human-eye precision to calculate camera position for measuring distances. Learn more ��️ #computervision

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Ultralytics

@ultralytics

1 year

Introducing Ultralytics YOLOv8 🔥

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Ultralytics

@ultralytics

27 days

Signature detection using Ultralytics YOLOv8 🚀 This technology boosts security, simplifies document verification, and supports automated processes across different industries ⭐ Learn more ➡️ #AI #yolov8

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Ultralytics

@ultralytics

13 days

🚀 Monitor your workouts with YOLOv8! Effortlessly track and analyze your squats. YOLOv8 enhances exercise assessment by accurately tracking body landmarks and joints in real-time, routines, and measuring performance metrics. 💪 Learn more ➡️ #AI

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Ultralytics

@ultralytics

1 month

Parking management just got smarter with Ultralytics YOLOv8 🅿️ This system provides real-time insights into parking availability, ensuring efficient slot allocation and smoother traffic flow alongside seamless experiences! 🔗 Learn more ➡️ #AI

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Ultralytics

@ultralytics

1 month

Steam detection within the oil and gas industry using Ultralytics YOLOv8 🚀 It can identify emissions, helping with compliance and pollution reduction. It can also optimize steam output for efficiency and cost savings. Learn more ➡️ #AI

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Ultralytics

@ultralytics

5 months

Fruits semantic segmentation using Ultralytics YOLOv8 🍎🍉 Unlike traditional methods, YOLOv8 labels and precisely outlines each fruit, rendering it valuable for quality assessment and automated harvesting. Allowing precise identification and segmentation for accurate fruit

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Ultralytics

@ultralytics

3 months

Ultralytics now supports YOLOv9 models 🔥🔥🔥 🤩New Features: It introduces PGI and GELAN techniques for remarkable efficiency, accuracy, and adaptability. Learn more ➡️ #computervision #yolov9 #objectdetection #ultralytics

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Ultralytics

@ultralytics

8 months

People Segmentation Using Ultralytics YOLOv8 🚀 For a more in-depth understanding of object segmentation using YOLOv8, check out our documentation at: #ComputerVision #YOLOv8

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Ultralytics

@ultralytics

1 month

Counting luggage during airplane loading with Ultralytics YOLOv8 ensures efficient and accurate handling. 🚀 Key benefits ✅ Swift processing reduces errors ✅ Optimizes operations ✅ Enhances passenger satisfaction. Learn more ➡️ #AI #Aviation

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Ultralytics

@ultralytics

4 months

Cows' behaviour & position monitoring using Ultralytics YOLOv8 🐮 YOLOv8 allows real-time monitoring of cows' behavior improving herd management, animal well-being, and productivity in agriculture through computer vision. Explore more ➡️ #yolov8

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Ultralytics

@ultralytics

2 months

Track shelves with Ultralytics Botsort and FastSAM! 🚀 FastSAM uses CNN and @OpenAI models for real-time shelf tracking. Object tracking further provides precise and stable detections for better analytics. Learn more ➡️ #AI #computervision

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Ultralytics

@ultralytics

2 months

Maximize aircraft safety with Ultralytics YOLOv8 💙 Ensure precise distance calculation for safer landings. Discover how computer vision can help aviation safety. Learn more ➡️ #Aviation #Safety #Ultralytics

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Ultralytics

@ultralytics

5 months

Ultralytics YOLOv8 turns 1 today and we are releasing a new YOLOv8.1! Our 2023 in review: 🌐 19 million YOLOv8 models trained in 2023! 📥 Over 20 million downloads, counting 4 million in December alone. 🔥 Over 1,000 inference jobs per second every day. 🌍 We saw a real-world

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Ultralytics

@ultralytics

8 months

🔥 NEW FEATURE: Object Counting Across Multiple Regions with Ultralytics YOLOv8 Accurate and adaptable #objectcounting is essential. This method tallies objects within defined regions, enabling advanced analysis with a multi-region focus. Interactive region adjustments are as

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Ultralytics

@ultralytics

12 days

Analyze customer behavior with Ultralytics Heatmaps! 🚀 Effortlessly track customer behavior in retail malls. Gain insights into foot traffic and shopping patterns to optimize staff allocation, and improve product placement. Learn more ➡️ #AI

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Ultralytics

@ultralytics

2 months

YOLOv8 for queue management streamlines crowd control to cut wait times and enhance efficiency in places like retail stores. It optimizes queues in diverse environments, from retail to healthcare. Try it using the code snippet below. Learn more ➡️ #AI

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Ultralytics

@ultralytics

4 months

Exciting news! Ultralytics now supports YOLO World! 🌍 Real-time detection, efficient performance, and a smart "Prompt-then-detect" strategy. Learn more ➡️ #computervision #objectdetection #yolov8 #yoloworld

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Ultralytics

@ultralytics

2 months

Information signs detection using Ultralytics YOLOv8 ⚡ It entails the identification and interpretation of signs and symbols in images or videos, making it essential for tasks like autonomous driving and navigation systems. Learn more ➡️ #AI

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Ultralytics

@ultralytics

1 month

LVIS Dataset: @facebook fine-grained annotation dataset for object detection and instance segmentation. Key Features: ✅ 160k images, 2M annotations ✅ 1203 categories: from common to specific items Learn more ➡️ #AI

LVIS

Discover the LVIS dataset by Facebook AI Research, a benchmark for object detection and instance segmentation with a large, diverse vocabulary. Learn how to utilize it.

docs.ultralytics.com

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Ultralytics

@ultralytics

5 months

Medical Pills Detection with Ultralytics YOLOv8 💊 Benefits: ✅ Better inventory control ✅ Quality control adherence in pharmaceutical production Learn more ➡️ #yolov8 #objectdetection #computervision #pharmaceutical

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Ultralytics

@ultralytics

6 months

Products Counting at Shelf using Ultralytics YOLOv8 🍵🥛😊 Enhance inventory management efficiency using Ultralytics YOLOv8 to accurately count products on shelves.🚀 For more information, check our docs: #computervision #retailanalytics #yolov8

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Ultralytics

@ultralytics

5 months

Animals Position Tracking using Ultralytics YOLOv8 😍 Use advanced computer vision for real-time, accurate tracking in diverse environments with YOLOv8. Benefit from high precision and adaptability to various applications overall enhancing your animal monitoring capabilities!

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Ultralytics

@ultralytics

5 months

Pea tins Production Counter using Ultralytics YOLOv8🚀 Revolutionize pea tin production counting with computer vision. Ensure precise inventory management, quality control, and automation, saving time and resources. Real-time insights enhance quality assurance for consistent

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Ultralytics

@ultralytics

2 months

Garbage can detection improves waste management, optimizing collection routes and fostering cleaner public spaces. It's a crucial step towards sustainable urban living. ♻️ Learn more ➡️ #AI #Sustainability #yolov8

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Ultralytics

@ultralytics

5 months

Objects detection in Supermarkets using Ultralytics YOLOv8 🤹‍♂️ Highlights: ✅ Efficient Inventory Management: Accurately identifies and counts products in real time. ✅ Enhanced Customer Experience: Ensures well-stocked shelves, ensuring readily available items and reduced

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Ultralytics

@ultralytics

6 days

Streamline dataset annotation with Ultralytics YOLO and SAM!💡 Using auto annotation, you can use your trained YOLO model and SAM to auto-annotate additional data with the segmentation format, saving time and resources. 🛠️ Learn more ➡️ #AI

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Ultralytics

@ultralytics

7 months

Vehicle Spare Parts Detection Using Ultralytics YOLOv8 By accurately detecting vehicle spare parts it makes inventory management a breeze. Say goodbye to manual hassles and experience unprecedented efficiency! 💪 #computervision #yolov8

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Ultralytics

@ultralytics

3 months

Pose estimation using Ultralytics YOLOv8 in yoga exercises 🧘 Yoga integrates postures, breath control, and meditation. YOLOv8's pose estimation provides real-time feedback for safe and effective practice. Explore more ➡️ #computervision #yogapractice

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Ultralytics

@ultralytics

3 months

Counting boats using Ultralytics YOLOv8 ⛵ Boat counting with computer vision automates the detection and counting of boats in a scene, using deep-learning models like YOLOv8. Learn more ➡️ #computervision #objectdetection #yolov8 #boats #submarines

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Ultralytics

@ultralytics

2 months

Announcing Ultralytics YOLOv8.2.0! 🚀 ✅ Enhanced YOLOv9 training & deployment ✅ Zero-shot YOLO-Worldv2 ✅ Advanced YOLOv8-OBB tracking ✅ 40% faster ultralytics imports ✅ Optimized for Raspberry Pi 5 🔗 Learn more ➡️ #ComputerVision #NewRelease

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Ultralytics

@ultralytics

6 days

Enhance vehicle analytics with Ultralytics YOLOv8! 🚀 Monitor and analyze vehicle movement in various zones. Gain insights into traffic patterns, and boost road safety. Check out our demo using bar plots for zone vehicle counts. Learn more ➡️ #AI

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Ultralytics

@ultralytics

2 months

Train YOLO-World model on custom data with Ultralytics YOLOv8! Real-time detection IDs and objects from text with low compute and high performance. Versatile for vision tasks. Simply fine-tune with the code snippet below. 💡 Learn more ➡️ #AI

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Ultralytics

@ultralytics

12 days

Distance calculation using Ultralytics YOLOv8 🚀 Measuring the gap between two objects brcomes easy with YOLOv8! You can calculate distances between user-highlighted objects with bounding box centroids data. Learn more ➡️ #AI #ComputerVision

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Ultralytics

@ultralytics

1 month

Detect aerial objects using VisDrone dataset with Ultralytics YOLOv8 🔥 This is a benchmark dataset for drone-based image analysis. 288 videos, 10,209 images, 2.6M annotated bounding boxes and diverse scenes for computer vision tasks. Learn more ➡️ #AI

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Ultralytics

@ultralytics

6 months

Enhance highway traffic management with Ultralytics YOLOv8, monitoring lane occupancy in real-time for precise and efficient traffic flow improvement. 🚘🚀 for more information, check our docs: #computervision #highwaysafety #yolov8 #objectdetection

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Ultralytics

@ultralytics

2 years

Going into 2022, we want to thank the 201 #contributors on our repo! Their work has helped make #YOLOv5 what it is today 🚀 We are open to gaining more contributors on our open source projects 💡 Happy contributing!

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Ultralytics

@ultralytics

1 month

Boost efficiency with multithreaded object tracking for handling multiple video streams simultaneously. Leverage the Python threading module with Ultralytics YOLOv8 for optimized performance🚀 Learn more: #AI #yolov8

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Ultralytics

@ultralytics

5 months

Object Mapping VisionEye using Ultralytics YOLOv8 👀 YOLOv8 VisionEye lets computers recognize and locate objects with human-like precision, mimicking the observational accuracy of the human eye. 🚀 ➡️Learn more #YOLOv8 #ComputerVision #VisionEye

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Ultralytics

@ultralytics

7 months

👥🔢 Counting People with Ultralytics YOLOv8! Exciting news! Ultralytics is expanding its horizons allowing you to accurately count objects you've trained the model on, with solutions for retail, transportation, aquaculture, and more. #ArtificialIntelligence #YOLOv8

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Ultralytics

@ultralytics

1 year

Introducing Keypoint Detection - the latest addition to YOLOv8! 🔥 Detect people and their key points for posture detection, object pose estimation, face recognition, and emotion recognition. Learn more at

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Ultralytics

@ultralytics

1 year

It's our birthday! 🎉 Over the past 9 years, it's been our goal to push the boundaries of AI and make it accessible to all. To celebrate our birthday, we asked our team to tell us what they love most about #Ultralytics . Cheers to making AI easy! 🥂

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Ultralytics

@ultralytics

3 months

Vehicle brands detection using Ultralytics YOLOv8 🚀🚗 Object detection, like YOLOv8, identifies car logos for efficient traffic monitoring and improved automotive analytics. Learn more ➡️ #computervision #vehiclebranding #yolov8

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Ultralytics

@ultralytics

6 months

Patty burger counting on 3d Belt using Ultralytics YOLOv8 🚀 Using YOLO algorithms allows object counting in computer vision for images or video frames. 🍔🔍 Ensuring: ✅ Precision: YOLOv8 ensures accurate counting on 3D conveyor belts, reducing errors. ✅ Efficiency: Real-time

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Ultralytics

@ultralytics

3 months

Detect groceries on shelves with Ultralytics YOLOv8! 🛒 Integrating item detection tech streamlines inventory management & enhances shelf organization for a smoother shopping experience. Get started ➡️ #computervision #retail #yolov8 #objectdetection

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Ultralytics

@ultralytics

1 month

Train the YOLOv9 model on custom data with Ultralytics 😃 YOLOv9 brings major leaps in real-time object detection with PGI and GELAN innovations. It excels in efficiency, accuracy, and adaptability, setting new MS COCO benchmarks. 🔗 Learn more ➡️ #AI

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Ultralytics

@ultralytics

1 year

Ultralytics YOLOv8 now supports object tracking through the repo 🔥 Object tracking involves identifying the location and class of objects, assigning a unique ID to detections in video streams.

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Ultralytics

@ultralytics

2 months

🌟 Happy Labour Day! 🌟 Today, we celebrate workers across industries. At Ultralytics, we're enhancing safety with YOLOv8, detecting PPE like hard hats and vests in real-time. Let's celebrate by ensuring safer workplaces! Learn more ➡️ #AI

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Ultralytics

@ultralytics

4 months

Crack Segmentation using Ultralytics YOLOv8 @roboflow crack segmentation dataset, with 4029 diverse static images, is a valuable resource for transportation studies, and general computer vision applications. Learn More ➡️ #computervision #yolov8

Crack-seg

Explore the extensive Roboflow Crack Segmentation Dataset, perfect for transportation and public safety studies or self-driving car model development.

docs.ultralytics.com

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Ultralytics

@ultralytics

2 months

Get started with @nvidia Jetson & Ultralytics YOLOv8 💡 Deploy YOLOv8 on Jetson easily with our guide. See benchmarks for its power on these compact devices. Learn more ➡️ #computervision #embeddeddevices #yolov8 #AI

NVIDIA Jetson

Learn to deploy Ultralytics YOLOv8 on NVIDIA Jetson devices with our detailed guide. Explore performance benchmarks and maximize AI capabilities.

docs.ultralytics.com

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Ultralytics

@ultralytics

25 days

Train YOLOv9 on custom datasets with Ultralytics 🚀 In this video, we'll learn how to fine-tune a YOLOv9 model using the @roboflow industrial package segmentation dataset. What's covered: ✅ Training walkthrough Watch now ➡️ #AI

YOLOv9 Training on Custom Data using Ultralytics | Industrial Package...

Unlock the power of YOLOv9 with Ultralytics! This comprehensive tutorial walks you through the Ultralytics documentation, provides a deep dive into the YOLOv...

www.youtube.com

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Ultralytics

@ultralytics

1 year

Simpler. Smarter. Further. #YOLOv8 places the power of AI in everyone's hands.

GitHub - ultralytics/ultralytics: NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite - ultralytics/ultralytics

github.com

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Ultralytics

@ultralytics

3 months

XRays Detection using Ultralytics YOLOv8 YOLOv8 revolutionizes X-ray diagnostics, offering real-time identification of fractures, tumors, and anomalies. Automation streamlines workflow, improving patient care in medical imaging. Learn more ➡️ #medicalai

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Ultralytics

@ultralytics

2 months

Efficient fetus anatomy detection in ultrasound with Ultralytics YOLOv8! Identify fetal anatomy with YOLOv8. It automates movement checks, aiding decision-making in prenatal care, offering insights into fetal health. Learn more ➡️ #MedicalAI #yolov8

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Ultralytics

@ultralytics

4 months

Object Detection with Ultralytics YOLOv8-OBB 🚀 Enhanced accuracy with rotating boxes, class labels, and confidence scores. Ideal for object orientation, offering detailed representation compared to standard detection. Learn more ➡️ #yolov8obb #ai

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Ultralytics

@ultralytics

8 months

#ObjectDetection Using RT-DETR 💻 RT-DETR provides real-time performance while maintaining high accuracy. By leveraging the power of #VisionTransformers (ViT), RT-DETR efficiently processes multiscale features by decoupling intra-scale interaction and cross-scale fusion. Check

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Ultralytics

@ultralytics

6 months

Master SAHI (Sliced Inference) with Ultralytics YOLOv8! This guide dives into SAHI's importance, for large-scale applications, and seamless integration of these features with YOLOv8 for superior object detection. 🚀 For more information, check our Docs:

SAHI Tiled Inference

Learn how to implement YOLOv8 with SAHI for sliced inference. Optimize memory usage and enhance detection accuracy for large-scale applications.

docs.ultralytics.com

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Ultralytics

@ultralytics

3 months

Fish detection using Ultralytics YOLOv8 🐟 Fish detection is essential for marine research and fisheries, employing real-time deep learning for sustainable practices and biodiversity studies. Explore more ➡️ #computervision #aquaculture

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Ultralytics

@ultralytics

1 month

Raspberry Pi CIs Support Added with the release of YOLOv8.2 🎉 We've deployed Raspberry Pi 5 8GB CI's for daily benchmarks and test metrics, ensuring top performance with YOLOv8 models on low-power edge devices. 💡 Learn more ➡️ #AI #RaspberryPI

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Ultralytics

@ultralytics

25 days

Use Ultralytics YOLOv8 to crop identified objects 🔥 Now, you can crop specific objects from both pictures and videos. All it takes is a reliable detection model that can seamlessly identify objects. Learn more ➡️ #AI #Research #yolov8

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Ultralytics

@ultralytics

7 months

🚀🍏🍊 Fruits Detection with Ultralytics YOLOv8! Ultralytics YOLOv8 empowers meticulous fruit detection. With applications ranging from agriculture to supermarkets, its potential is limitless. Notable use cases for YOLOv8 fruit detection encompass: #computervision #yolov8

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Ultralytics

@ultralytics

9 months

Q: Why use SAHI with YOLOv8? A: SAHI can handle large-scale images by slicing them into smaller, more manageable sizes without compromising the detection quality. This makes it a great companion to YOLOv8, especially when working with high-resolution videos. For an

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Ultralytics

@ultralytics

9 months

Dive into our latest Medium article to unlock the full potential of #SAHI integrated with Ultralytics #YOLOv8 📚A step-by-step guide to installing required libraries 🕵🏻‍♀️How-to's for running inference with just YOLOv8 🔍Techniques for harnessing SAHI for amplified detection

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Ultralytics

@ultralytics

3 months

Explore Ultralytics YOLOv8 OBB for advanced object tracking & detection! 🔥🔥🔥 With angles & unique IDs, it boosts accuracy & stability in frame-to-frame tracking. 🚀 Explore more ➡️ #computervision #objectdetection #yolov8

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Ultralytics

@ultralytics

2 years

📣 Attention, please! 📣 YOLOv5 v6.2 is here! With this release, we introduce super simple #YOLOv5 classification workflows just like our existing object detection models. Check out the important updates & newest integrations here:

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Ultralytics

@ultralytics

4 months

Hospital Activity Monitoring using Ultralytics YOLOv8 YOLOv8 enhances real-time hospital operations, optimizing efficiency and resource allocation in healthcare. Learn more ➡️ #yolov8 #computervision

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Ultralytics

@ultralytics

7 months

🚗 Vehicles Tracking with Ultralytics YOLOv8 and ByteTrack! 📍 Explore the capabilities of Vehicle Tracking with YOLOv8, a state-of-the-art approach that not only identifies vehicles within frames but also provides accurate position-tracking #ArtificialIntelligence #YOLOv8

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Ultralytics

@ultralytics

1 year

A month ago, we launched #YOLOv8 , the newest version of real-time object detection architecture with improved features making it more powerful & versatile! We've seen interesting use cases & today we're listing our faves!

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Ultralytics

@ultralytics

2 years

📣 #YOLOv5 v7.0 is here! Our new YOLOv5 v7.0 #instancesegmentation models are the fastest and most accurate in the world, beating all current SOTA benchmarks. We've made them super simple to train, validate and deploy! Read our blog to learn more 🚀

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Ultralytics

@ultralytics

2 years

Drumroll please..........🥁 We've reached 20k stars on our #YOLOv5 repo! 🎉 In the past year it's been our pleasure to create and release the world's most loved vision AI. Cheers to what we accomplish in #2022 🥳

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Ultralytics

@ultralytics

1 year

YOLOv8 is designed to be the ultimate tool for object detection, image segmentation, & image classification tasks. Simple usage, spotless code & flexible solutions. Learn more in our video series. Subscribe to our YouTube channel for updates!

Ultralytics YOLOv8: The State-of-the-Art YOLO Model

After two years of continuous R&D, we are thrilled to introduce Ultralytics YOLOv8 - the next generation of object detection, classification, and segmentatio...

www.youtube.com

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Ultralytics

@ultralytics

10 months

Attention Turkish YOLOv8 Enthusiasts! 📢 Check out this awesome step-by-step guide by @BuseYarenTekin ! Perfect for mastering #YOLOv8 . Get learning:

Adım Adım Sıfırdan YOLOv8 Projesi Oluşturma

► Sıfırdan YOLOV8 Ortamı Nasıl Oluşturulur?► YOLOV8 Algoritması Nedir?► Hatasız YOLOV8 Kurulum Adımları🗳Ultralytics YOLOV8 Dokümantasyon Deposu: https://doc...

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Buse

@BuseYarenTekin

10 months

Adım adım derin öğrenme listesine bir yenisi daha eklendi🔔PyTorch ile YOLOv8 algoritmasını öğrenerek özel veri kümenizde Python dili ile nesne tespiti, segmentasyonu ve lokalizasyonu yapabiliyor olacaksınız! İyi seyirler 🎉 #YouTube #PyTorch #YOLO

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Ultralytics

@ultralytics

1 year

🚀Update: Ultralytics package now supports 4 model architectures, including SAM. The inference interface is completely model agnostic. With SAM, auto-annotate segmentation datasets with just 1 line of code. Check out our models page for more info:

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Ultralytics

@ultralytics

2 months

Getting Hands-On with YOLO-World using the Ultralytics Package 💙 Goodbye to your data annotation worries! Introducing YOLO-World: Tencent's zero-shot object detection marvel. Dive into our blog with @abiramivina for its AI revolution. #AI Learn more ➡️

Getting Hands-On with YOLO-World by Abirami Vina

Learn about YOLO-World, an innovative object detection model that can identify objects through text prompts. Explore how YOLO-World works and its applications, and get hands-on with a quick code...

www.ultralytics.com

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Ultralytics

@ultralytics

2 months

Enhance road safety with Ultralytics' traffic light detection! 🚥 Object detection technology accurately identifies and analyzes traffic signals, improving road safety and traffic management. Learn more ➡️ #TrafficSafety #yolov8 #trafficmonitoring

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Ultralytics

@ultralytics

2 months

Extract bounding box information using Ultralytics YOLOv8 Retrieve bounding box dimensions effortlessly for advanced analytics and algorithm efficiency by using the code snippet below. Learn more ➡️ #computervision #ultralytics #yolov8 #bboxdimensions

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Ultralytics

@ultralytics

6 months

Streamline Fish counting with Ultralytics YOLOv8 & Moveable Region Counter 🦐 Optimize fisheries management ensuring accurate real-time detection. Setup: `pip install ultralytics` and follow #computervision #fisheriesmanagement #yolov8 #objectdetection

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Ultralytics

@ultralytics

3 months

Export Ultralytics YOLOv8 model to NCNN format 🔥 Optimize Ultralytics YOLOv8 models for mobile and embedded devices using NCNN format. Follow our guide for enhanced performance. Learn more ➡️ #computervision #ncnn #objectdetection #yolov8

NCNN

Optimize YOLOv8 models for mobile and embedded devices by exporting to NCNN format. Enhance performance in resource-constrained environments.

docs.ultralytics.com

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Ultralytics

@ultralytics

1 year

Our friend Henry published an insightful article on "Deploying YOLOv8 with FlaskAPI for free!" Learn about computer vision and deployment techniques. Flexible and user-friendly object detection using Flask API. Check it out now! ⬇️

How to deploy YOLOv8 with FlaskAPI for free!

Simplified Object Detection and Instance Segmentation: Step-by-Step Guide to Deploying YOLOv8 with FlaskAPI for Personal Use

henrynavarro.org

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Ultralytics

@ultralytics

2 months

Deploying computer vision models on mobile or embedded systems is tricky due to limited computational power. With Ultralytics YOLOv8, export to TFLite Edge TPU for optimized high-speed, low-power performance. #AI #EdgeTPU Learn more ➡️

TFLite Edge TPU

Learn how to export YOLOv8 models to TFLite Edge TPU format for high-speed, low-power inferencing on mobile and embedded devices.

docs.ultralytics.com

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Ultralytics

@ultralytics

1 month

Solar panel detection with Ultralytics YOLOv8 🚀 Easily identify and locate solar panels in images and videos. This helps carry out inspection, real-time monitoring, and effective asset management. Learn more ➡️ #AI #Manufacturing #yolov8

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Ultralytics

@ultralytics

2 months

Deploying ML models in the browser or Node.js requires optimization for fast, local performance. Convert Ultralytics YOLOv8 models with 'export to TF.js' for efficient object detection for browsers and Node.js apps. ⚡️ 🔗 Learn more ➡️ #AI #TensorFlow

TF.js

Convert your Ultralytics YOLOv8 models to TensorFlow.js for high-speed, local object detection. Learn how to optimize ML models for browser and Node.js apps.

docs.ultralytics.com

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Ultralytics

@ultralytics

5 months

Vehicle Speed Estimation using Ultralytics YOLOv8! 🚗 😎 ✅ Vehicle Speed Estimation: Being essential for traffic management, it uses computer vision algorithms to determine vehicle speed. ✅ Offers traffic condition overview, effective speed limit enforcement, real-time

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Ultralytics

@ultralytics

2 years

Regarding image augmentation 👉 #YOLOv5 🚀 is now fully integrated with #Albumentations , a popular open-source image augmentation package. 👏 You can train the world’s best Vision AI models even better! 😊 Click here to see full details 🔥

YOLOv5 + Albumentations integration by glenn-jocher · Pull Request #3882 · ultralytics/yolov5

I'm super excited to announce our new YOLOv5 🚀 + Albumentations integration!! Now you can train the world's best Vision AI models even better with custom Albumentations automatically applie...

github.com

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Ultralytics

@ultralytics

6 months

Transform parking management with Ultralytics YOLOv8 monitoring vehicle occupancy in real-time. 🚘 An advanced solution to enhance efficiency, security and urban mobility. For more information, check our docs: #computervision #vehicletracking #yolov8

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Ultralytics

@ultralytics

30 days

Count objects classwise with Ultralytics YOLOv8 🔥 Learn how to count specific classes in real-time or prerecorded videos for advanced analytics and targeted results. Watch now ➡️ #ComputerVision #AI

Classwise Object Counting using Ultralytics YOLOv8 | Episode 50

This video provides a detailed guide to the classwise object counting feature, enabling you to count objects within specified classes for targeted results in...

www.youtube.com

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Ultralytics

@ultralytics

5 months

Workouts Monitoring using Ultralytics YOLOv8 🏋‍ Enhance Workout Monitoring with YOLOv5 and YOLOv8! 💪🚀 Achieve precise real-time tracking of exercises, repetitions, and form. Benefits include: ✅ Accurate push-up counting with pose estimation for proper form ✅ Recognition

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Ultralytics

@ultralytics

9 months

Ultralytics YOLOv8 Pose with Precision and Fast Speed 🚀 - Locate key points in images - Enhance fitness apps - Revolutionize autonomous vehicles Explore our documentation now! Learn more at:

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Ultralytics

@ultralytics

1 year

Want to train #YOLOv8 on your own data? Check out this guide by Muhammad Rizwan Munawar. Learn how to install modules, pre-trained object detection, train YOLOv8 on custom data, and more! ➡️

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Ultralytics

@ultralytics

5 months

Ultralytics YOLOv8 Heatmaps: Revolutionize Retail Insights 🛍️📈 Track customer behaviors using visuals with: ✅ Enhanced In-Store Analytics ✅ Retail Layout Optimization ✅ Data-Driven Decisions Making Learn more ➡️ #Heatmaps #YOLOv8 #computervision

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Ultralytics

@ultralytics

6 months

Optimize number plate detection using Ultralytics YOLOv8! This real-time solution enhances security streamlining traffic management for efficient monitoring. 🚗 🚀 Swift setup: `pip install ultralytics` and follow #computervision #objectdetection #anpr

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Ultralytics

@ultralytics

1 month

The YOLO Inference API lets you use YOLOv8's object detection through a RESTful API, allowing you to perform object detection on images without installing YOLOv8 locally. ⚡ 🔗Learn more ➡️ #AI #API #YOLOv8

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Ultralytics

@ultralytics

18 days

Object tracking using FastSAM with Ultralytics 😍 This tutorial will teach you about the FastSAM architecture, and its key features. It covers object segmentation and tracking with FastSAM, and includes a detailed demo with Python code. Watch now ➡️ #AI

Object Tracking using FastSAM with Ultralytics | Episode 53

In this video, we will provide a detailed walkthrough of Ultralytics FastSAM, covering the documentation, model architecture, key features, and available mod...

www.youtube.com

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Ultralytics

@ultralytics

9 days

What is R-CNN? 📸 From the early days to the latest models, learn the history and mechanics of this object detection model and understand its impact on computer vision advancements with @Abiramivina Read more ➡️ #AI #ComputerVision #RCNN

What is R-CNN? A Quick Overview by Abirami Vina

Learn about RCNN and its impact on object detection. We'll cover its key components, applications, and role in advancing techniques like Fast RCNN and YOLO.

www.ultralytics.com

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Ultralytics

@ultralytics

30 days

Blur detected objects with Ultralytics YOLOv8 🚀 for enhanced privacy and focus in images/videos. It's real-time processing is ideal for dynamic environments. Get started with the code below! Learn more ➡️ #AI #Privacy #yolov8

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Ultralytics

@ultralytics

7 months

🏭🚧 Enhancing Warehouse Safety with Ultralytics YOLOv8! #Construction #SafetyFirst #YOLOv8 #ArtificialIntelligence

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Ultralytics

@ultralytics

2 months

Ensuring thread-safe inference with Ultralytics YOLOv8 requires careful attention when running YOLO models in a multi-threaded environment. Use the code snippet below to create thread-safe YOLO model inference. 😍 Learn more ➡️ #AI #Threading #yolov8

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Ultralytics

@ultralytics

4 months

Storage Tanks Detection using Ultralytics YOLOv8 Oriented Bounding Boxes 🚀 Tank detection enhances industrial safety, compliance, early leak detection, efficient asset management, security, and surveillance, among other things. Learn more ➡️ #yolov8

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