Ultralytics

Detect your signatures using Ultralytics YOLOv8 🚀 With YOLOv8, you can effortlessly detect and locate signatures in images and videos. This technology boosts security, simplifies document verification, and supports automated processes across different industries. It also helps in fraud detection, data integrity, and ensures compliance with ease. 😍 As Jordan Belfort said, "Your signature is your identity; it represents you in a unique way." ⭐ Learn more ➡️ https://ow.ly/k33o50RAK7S #computervision #yolov9 #signatures #ai

Object tracking comparison Ultralytics 💙 🚀 BotSort vs ByteTrack 😎 💠 Botsort assigns the track IDs to the object early, but it sometimes misses the tracking in a few frames for a specific object. On the other side, Bytetrack tries to assign IDs after more calculations over several frames, but then the tracking ID is much more stable over frames. 💠 Due to the immediate assigning of tracking ID in botsort, sometimes it considers a 2-3 frames detection as part of the track and assigns them tracking ID which can cause issues because later objects do not exist in coming frames. Bytetrack on the other side does not consider that object as a track. 🔥Bytetrack is slow as compared to Botsort in processing, which means low FPS, but better accuracy :) 🔥 😍 My favorite is bytetrack, looking forward to hearing your thoughts 👇 Learn more ➡ https://lnkd.in/g8S53amT

From Farm to Table: How AI Drives Innovation in Agriculture. 🍓 Discover how AI is helping in every step of the lifecycle of fruits, from planting and harvesting to processing and retail. Learn how AI is enhancing efficiency, sustainability, and quality in agriculture in Abirami Vina's new blog! Read more ➡️ https://ow.ly/ZwLX50SzpMv #AI #Agriculture

How is AI transforming the tourism industry? 🌍✈️ From personalized travel recommendations and virtual assistants to smart booking systems and augmented reality tours, AI is changing modern travel. Discover the benefits, challenges, and future potential of AI in enhancing convenience, efficiency, and personalization for travelers and businesses alike. Learn more ➡️ https://ow.ly/qpcn50SyFEL #AI #Tourism

Interesting results, Car parts segmentation Ultralytics 💙🚀 🔗 Code: https://lnkd.in/dZVhSye4 Segmenting AUDI AG car body parts aids in damage analysis, which is crucial for various automotive industry tasks. By fine-tuning the model on a car parts segmentation dataset for 50 epochs using Ultralytics YOLOv8, I achieved impressive results. Advantages: ✅ Enhanced damage analysis for better repair assessments ✅ Streamlined processes for automotive industry tasks ✅ Accurate identification and segmentation of car components 🔥 With more data, you can even get better results 🔥

New tutorial | CIFAR-10 image classification with Ultralytics! 😍 In this video, we will dive into the widely-used CIFAR-10 dataset, learn about its key features, how to use it for image classification, and see examples of training and prediction results using Google Colab. What's covered: ✅ CIFAR-10 image classification using Google Colab ✅ Training results and validation metrics ✅ Prediction on the test set and output understanding Watch now ➡️ https://lnkd.in/dMmesNqE

Harnessing AI to combat deforestation! 🌳 Check out our latest blog as we explore how AI can be used in forest conservation. Innovative solutions such as real-time deforestation monitoring, satellite and drone imagery analysis, object and smoke detection are changing the way we fight deforestation. Discover the change AI brings to this field and its potential for protecting our planet. Learn more ➡️ https://ow.ly/7KxT50SxLeG #AI #ForestConservation #Sustainability

We’re celebrating 50k followers on LinkedIn with an Ultralytics giveaway! 🎁 Thank you to our amazing open-source community for helping us reach this incredible milestone on LinkedIn! To show our appreciation, we're announcing a giveaway, with a special contribution from our friends at Seeed Studio! What’s up for grabs? ✅ $500 worth of Ultralytics HUB credits ✅ reComputer J1010 -Edge AI Device with Jetson Nano module ✅ 1-hour free consulting session with Glenn Jocher, author of Ultralytics YOLOv5 and YOLOv8! To win: 1. Follow Ultralytics on LinkedIn, Twitter and YouTube 2. Like and share this post on your LinkedIn feed, tagging Ultralytics and Seeed Studio 3. Comment below with what you like most about Ultralytics! 🗓 The giveaway ends on July 29th and the winner will be announced on August 1st. Good luck, everyone, and thank you for your continued support! 🚀 #Ultralytics #Giveaway

Distance calculation using Ultralytics YOLOv8! 🚀 YOLOv8 provides precise distance calculation from the camera to vehicles, delivering real-time analytics and enhancing various applications. You can use this technology for improved spatial awareness and operational efficiency in transportation and logistics. Key Benefits: ✅ Enhance vehicle safety and collision avoidance ✅ Improve traffic management and flow ✅ Optimize parking and fleet management Learn more ➡️ https://ow.ly/9UUu50SnQLZ #ComputerVision #DistanceCalculation #YOLOv8 #VehicleSafety #AI

Speed estimation using Ultralytics YOLOv8 💙