Integrating ADAS with Keypoint Feature Pyramid Network for 3D LiDAR Object Detection

📚 Blog post Link: https://learnopencv.com/3d-lidar-object-detection/ 📚 Check out our FREE Courses at OpenCV University : https://opencv.org/university/free-courses/ In this video, we cover: The significance of 3D LiDAR object detection in spatial understanding and its importance for domains like robotics and ADAS. The capabilities of 3D LiDAR data in estimating object volume, depth, shape, pose, trajectory prediction, and its scale invariance. The use of the KITTI 360 dataset for 3D LiDAR object detection and the process of mapping 2D images to 3D LiDAR point clouds. The architecture and functionality of the Keypoint Feature Pyramid Network (KFPN) in detecting and localizing objects using 3D LiDAR data. 💡 What You’ll Learn: The workflow of integrating ADAS with the Keypoint Feature Pyramid Network for 3D LiDAR object detection. Visualizing RGB point-of-view (POV) and 3D birds-eye-view (BEV) data for object detection. The training procedure, code walkthrough, and training results of the KFPN model using the KITTI 360 Vision dataset. Inference results and the practical implications of 3D LiDAR object detection in autonomous driving scenarios. Watch our video on Learn OpenCV to dive into the implementation and training of the Keypoint Feature Pyramid Network for 3D LiDAR object detection. 📺 Liked this tutorial? Tell us in the comments what you want to learn next and subscribe for more tutorials! 🔗Resources: 🚀 Join Us - 🖥️ 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 10K+ (and counting) researchers, engineers, and students that have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level.🤖 https://opencv.org/university/courses/ #️⃣ Connect with Us #️⃣ 📝 Linkedin: https://www.linkedin.com/in/satyamallick/ 📱 Twitter: https://twitter.com/LearnOpenCV 🔊 Facebook: https://www.facebook.com/profile.php?id=100064001437329 📸 Instagram: https://www.instagram.com/learnopencv/ 🔗 Reddit: https://www.reddit.com/user/spmallick 🔖Hashtags🔖 #ADAS #LiDAR #ObjectDetection #AutonomousDriving #Robotics #SpatialUnderstanding #KFPM #KITTI360 #LiDARData #3DPerception #DeepLearning #AIinDriving #TechInnovation #LearnOpenCV #ComputerVision #MachineLearning #AdvancedTech #AutonomousVehicles #InnovativeTech #RoadSafety #FutureTech #TechTrends #DataVisualization #TechTraining #SpatialAnalysis