Vishal Reddy Paladugu
Application Engineer @ VITRONIC Machine Vision
About
My hands-on experience working on several real-time projects has provided me with a comprehensive understanding of the practical applications of Computer Vision, enabling me to gain valuable insights in this area. My areas of expertise and interest lie in Deep Learning, Computer Vision, Image Processing and Machine Vision.
Germany
Greater Munich Metropolitan Area
Industrial Automation
ArUco Markers, Depth Imaging, Classification, Matplotlib, NumPy, Data Generation, Image to Image Translation, Evaluation , Pix2Pix, Transfer Learning, 6D Pose Estimation, Depth Estimation, PyTorch, Generative Adversarial Networks (GANs), Deep Learning, Computer Vision, Python (Programming Language), Image Processing, Machine Learning, OpenCV
Experience
Application Engineer
VITRONIC Machine Vision
Wiesbaden, Hesse, Germany
Master Thesis Student
Gerhard Schubert GmbH Verpackungsmaschinen
Crailsheim, Baden-Württemberg, Germany
Title: Development of Generative Adversarial Networks for 6D Pose Estimation • Development of a novel approach for estimation of 6D pose (Position, Orientation, Depth) of an object from a pile distribution with a single stage neural network • Research and optimization of generative networks and implementation of new loss functions for accurate pose estimation • Extension of existing 3D data generator for images generation along with saving required annotations • Development of evaluation Metrics for Image to Image Translation and 6D Pose Estimation
Intern - Machine Vision
Gerhard Schubert GmbH Verpackungsmaschinen
Crailsheim, Baden-Württemberg, Germany
• Development of an algorithm for Monocular Depth Estimation for pick-and-place tasks(eliminating expensive depth cameras)
Student Research Assistant
Rosenheim Technical University of Applied Sciences
Rosenheim, Bavaria, Germany
Student Intern
TIRVEN INDUSTRIES PRIVATE LIMITED
Hyderabad, Telangana, India
Understanding designs of 'Panchi' and 'Rustom-2' UAV's and their production processes and the making of a surface plate by vacuum bag molding set-up using carbon fiber.
Education
Rosenheim Technical University of Applied Sciences
Mechatronics, Robotics, and Automation Engineering
CVR College of Engineering, Hyderabad
Mechanical Engineering
Vishal Reddy Paladugu's Contact Information
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