Gopalakrishna Adusumilli’s Post

Tangram Vision have put together a handy online tool to visualize a range of #lidar components. Compare the range and angles of more than 20 lidar models from #Velodyne, #Ouster, #Quanergy, #Hesai and #RoboSense. https://lnkd.in/gC9kArHr Nice work Tangram Vision!

🧨 Waymo latest research paper "Late-to-Early Temporal Fusion for LiDAR 3D Object Detection" seems really cool. 🔗 It fuses temporal LiDAR scenes together across frames. So you're using 3 consecutive LiDAR files rather than one when doing 3D object detection... and it is better, more consistent, and avoids ghost issues! But what? Late-To-Early? What is that? 👉🏼 In early-to-early, we fuse raw data (t-1) with raw data (t) 👉🏼 In late-to-late, we fuse backbone (t-1) with backbone (t) 👉🏼 In late-to-early, we fuse backbone (t-1) with raw data (t) Learn more about LiDAR Engineering, and LiDAR skills by getting access to my daily emails, and the LiDAR Engineer 2024 Roadmap 🗓️ (link in comments) #deeplearning #lidar #robotics #selfdrivingcars #computervision

❌No LiDAR ❌No 3D bounding boxes ✅This 4D reconstruction was based on camera inputs only The precision of #PRISM1 can be seen through the accurate representations of real-world scenes including the output depth and 3D velocity magnitude. #PRISM1 #EmbodiedAI #SelfDriving #AutonomousVehicles

Tangram Vision have put together a handy online tool to visualize a range of #lidar components. Compare the range and angles of more than 20 lidar models from #Velodyne, #Ouster, #Quanergy, #Hesai and #RoboSense. https://lnkd.in/gC9kArHr Nice work Tangram Vision!

Congratulations, Nirmal K A, your blog titled 'Perceiving the World in-’Depth’ with 3D LiDAR' is published on the nasscom website: https://lnkd.in/gMKm_-Am 👏👏👏 This piece provides a general overview about the 3D Lidar SLAM, draws a comparison between two popular Lidar SLAM algorithms in terms of performance, and looks at trends in SLAM with the advancements in modern technology and solutions.    #ignitariumblog #nasscom #3dlidar #lidar

LiDAR SLAM is so flipping cool Two different 3D maps captured by robots with an Ouster LiDAR puck + IMU + wheel encoders being merged together into one !

🔍 Introducing Assistive Labeling : The Lidar Labeler app revolutionizes manual labeling with advanced assistive algorithms, reducing human effort and streamlining the process. Here's how: 🎯 Snap to Cluster: Automate cluster identification and labeling with spatial proximity analysis, reducing manual selection. 🌐 Semantic Labeling: Utilize ML and CV to recognize object boundaries and assign labels, eliminating manual labeling. Discover the Lidar Labeler app's advanced assistive algorithms and streamline your labeling process today! 💡 #LidarLabeler #AssistiveLabeling #PointCloud #ML #CV #PointCloud #DataAnnotation #MachineLearning #ComputerVision #labelingsolutions #pointclouds #lidar #deeplearning #"

In what scenarios can 3D LiDAR be used in the field of industrial sensing? ✅ Traffic ✅ Robot ✅ Volume detection ✅ Container positioning ...... 👇 Click to learn more about products and applications：https://lnkd.in/eAPMpnc4 #3DLiDAR #Industrial

Finally, after taking around a month, I finished scratching my own omnidirectional robot in gazebo simulation by adopting nexus robot's frame and also adding rgbd camera and 2d lidar. #gazebo #ros2 #ros2humble #omnidirectionalrobot

#Lidar…What is Lidar? How does it work? Let me take you along this 60s Masterclass on #lidar👇 Lidar = Light Detection and Ranging. Companies to watch out for: FMCW Lidar Lidwave Scantinel Photonics SiLC Technologies, Inc Aeva ToF Lidar Valeo AEye, Inc. Innoviz Technologies Luminar Technologies Ouster Cepton Hesai Technology Seyond RoboSense LSLiDAR Lidar Perception Cron AI Outsight Exwayz BEAMZ LiDAR Inc. Online Courses on Lidar Think Autonomous AutoSens (Sense Media Group) Lidar focused events/communities The Lidar Society Driving Vision News AutoSens Who did I miss? I’ll keep adding the whole ecosystem!!