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Training YOLOv8 Models for Trash Detection: AI for Ocean Clean-Up

LearnOpenCV
59.6K subscribers
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13K views 1 year ago #objectdetection #Yolov8 #AIforGood
📚 Blog post Link: https://learnopencv.com/train-yolov8-... 📚 Check out our FREE Courses at OpenCV University : https://opencv.org/university/free-co... In this computer vision tutorial video, we'll explore the 'trash can' dataset and utilize it to train Ultralytics' YOLOv8 segmentation models. This particular dataset comprises underwater images, specifically designed for detecting and segmenting waste on the ocean floor. For our tutorial, we'll be using the 'material' variant of the dataset, which contains fewer classes for a more streamlined learning experience. Resources: 🖥️ On our blog - https://learnopencv.com we also share tutorials and code on topics like Image Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow. 🤖 Learn from the experts on AI: Computer Vision and AI Courses YOU have an opportunity  …...more
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Training YOLOv8 Models for Trash Detection: AI for Ocean Clean-Up
219Likes
13,315Views
2023Jun 26
📚 Blog post Link: https://learnopencv.com/train-yolov8-... 📚 Check out our FREE Courses at OpenCV University : https://opencv.org/university/free-co... In this computer vision tutorial video, we'll explore the 'trash can' dataset and utilize it to train Ultralytics' YOLOv8 segmentation models. This particular dataset comprises underwater images, specifically designed for detecting and segmenting waste on the ocean floor. For our tutorial, we'll be using the 'material' variant of the dataset, which contains fewer classes for a more streamlined learning experience. Resources: 🖥️ On our blog - https://learnopencv.com we also share tutorials and code on topics like Image Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow. 🤖 Learn from the experts on AI: Computer Vision and AI Courses YOU have an opportunity to join the over 5300+ (and counting) researchers, engineers, and students who have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level.🤖 https://opencv.org/courses ⭐️ Time Stamps:⭐️ 00:00-00:15: Introduction 00:15-00:45: The Dataset 00:45-01:15: YOLO Box Label 01:15-06:42: Training the Models 06:42-07:05: Running Inference #️⃣ Connect with Us #️⃣ 📝 LinkedIn:   / satyamallick   📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   🔖Hashtags🔖 #Yolov8 #Yolo #yolomodels #objectdetection #deeplearning #computervision #learnopencv #opencv #segmentation #AI #MachineLearning #ImageSegmentation #OceanCleanup #EnvironmentalAI #AIforGood #UnderwaterImaging #TrashDetection #DataScience #ArtificialIntelligence #SaveOurOceans #MarineConservation

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LearnOpenCV

59.6K subscribers