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YOLO-NAS: Step by Step Guide To Custom Object Detection Training

LearnOpenCV
59.5K subscribers
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20K views 1 year ago #objectdetection #yolov8 #opencv
📚 Blog post Link: https://learnopencv.com/train-yolo-na... 📚 Check out our FREE Courses at OpenCV University: https://opencv.org/university/free-co... In this computer vision tutorial video, we will train Yolo-NAS on a custom data set and test it over an unseen set. The primary claim of Yolo-NAS is that it can detect small objects better than the previous models. Although we can run several inference experiments to analyze the results, training it on a challenging data set will give us a better understanding. What is YOLO-NAS? YOLO-NAS is a game-changer in object detection model developed by Deci and delivers superior real-time object detection capabilities and production-ready for production. YOLO-NAS models outperformed models like YOLOv7, and YOLOv8, including the recently launched YOLOv6-v3.0. Please refer to our previous video : "Introducing YOLO-NAS: One of The Most Efficient Object Detection Algorithms"    • YOLO-NAS: Introducing On …...more
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YOLO-NAS: Step by Step Guide To Custom Object Detection Training
283Likes
20,455Views
2023Jun 5
📚 Blog post Link: https://learnopencv.com/train-yolo-na... 📚 Check out our FREE Courses at OpenCV University: https://opencv.org/university/free-co... In this computer vision tutorial video, we will train Yolo-NAS on a custom data set and test it over an unseen set. The primary claim of Yolo-NAS is that it can detect small objects better than the previous models. Although we can run several inference experiments to analyze the results, training it on a challenging data set will give us a better understanding. What is YOLO-NAS? YOLO-NAS is a game-changer in object detection model developed by Deci and delivers superior real-time object detection capabilities and production-ready for production. YOLO-NAS models outperformed models like YOLOv7, and YOLOv8, including the recently launched YOLOv6-v3.0. Please refer to our previous video : "Introducing YOLO-NAS: One of The Most Efficient Object Detection Algorithms"    • YOLO-NAS: Introducing One of The Most...   Topics Covered ✅The Object Detection Dataset to Train YOLO NAS ✅Train YOLO NAS on Custom Dataset ✅Fine Tuning YOLO NAS Models ✅Inference on Test Images using the Trained YOLO NAS Model ✅YOLO NAS Trained Model Video Inference Results ⭐️ Time Stamps:⭐️ 00:00-00:28: Introduction 00:28-01:18: The Dataset 01:18-01:43: Annotations 01:43-10:50: Training the Models 10:50-11:08: Video Inference 11:08-11:30: Outro 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 #️⃣ Connect with Us #️⃣ 📝 Linkedin:   / satyamallick   📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   🔖Hashtags🔖 #Yolo-NAS #Yolo #yolomodels #objectdetection #deeplearning #computervision #learnopencv #opencv #yolov8 #yolov7 #yolov5

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LearnOpenCV

59.5K subscribers