Indian Space Research Organisation
Aug, 2024 - Dec, 2024
Research Intern
Worked on 3 major projects in the field of robotics, computer vision and AI/ML.
- Satellite Pose Estimation (AI & Deep Learning): Developed a pipeline using HRNet & AHRNet to estimate GSAT-12R's orientation. Optimized deployment on the Xilinx Versal VCK190 with custom quantization scripts.
- Autonomous Rover Navigation (SLAM & Path Planning): Implemented RTABMap-based SLAM on Firebird VI with Luxonis OAK-D AI camera. Designed a GUI and conducted mapping experiments.
- Lidar-Based Satellite Pose Estimation: Analyzed ICP/GICP for satellite pose estimation using Blender datasets. Captured point cloud data with Aeva Lidar and Aevis software.
- CV
- DL
- FPGA
- SLAM
- ROS