Vishnu Mh Email & Phone Number
Who is Vishnu Mh? Overview
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Vishnu Mh is listed as Computer Vision Engineer @ Meta | CMU Grad | Robotics @ NUS | NIT Trichy at Meta, based in Mountain View, California, United States. AeroLeads shows a matched LinkedIn profile for Vishnu Mh.
Vishnu Mh previously worked as Computer Vision Software Engineer at Meta and Research Associate - Generative AI at Carnegie Mellon University Robotics Institute. Vishnu Mh holds Master Of Science - Ms, Robotics Specialization from Carnegie Mellon University.
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About Vishnu Mh
Hi, I’m Vishnu M H, a Computer Vision Engineer at Meta. I graduated with a Master’s degree from Carnegie Mellon University (CMU), specializing in Computer Vision. As a fellow researcher from Human Sensing Lab, I have explored the domains of AR glasses and 3D vision while working on language models and 3D Human reconstruction. Previously, I worked in Cylab, CMU to accelerate Computer Vision pipelines in the Autonomous Driving sector. In my graduate education my courses concentrate primarily on Deep Learning and Computer Vision, but with exposure to the basics of Computer Systems (Bash Scripting, optimizing compilers, memory organization, etc.) and Parallel Computing(CUDA, Tensor RT, Open MP, etc.). During my undergraduate education, I have gained the domain knowledge Robotics and autonomous systems in both the Software and Hardware sector. I look forward to gaining industrial exposure and contributing effectively to organizational growth by utilizing my acquired skills and experiences. Website: https://vishnumh.github.io/
Vishnu Mh's current company
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Vishnu Mh work experience
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Research Associate - Generative Ai
My ECCV 2024 and Thesis paper: https://link.springer.com/chapter/10.1007/978-3-031-73007-8_4Projects @ HSL :Trained an end-to-end Pixel aligned implicit surface learning for 3D human reconstruction. Created scripts to render Normal maps, RGB images, 2D poses from Render people 3D models.Implemented Attention based pose guided person image synthesis model to obtain surface color on the 3D geometry.Explored graph-based feature propagation method for color reconstruction in meshes using Pytorch Geometric.Explored texture flow-based approaches for UV texture map creation and wrapping UV maps onto generated SMPL model.Worked on camera calibration and implementing audio-video summarization algorithm based on gaze for pupil labs AR glass.Created a code base for gaze-based video summarization algorithm for ego centric videos utilizing submodular optimization and mutual information maximization using greedy based approach.Incorporated language guided multimodal networks including mini DALLE for query focused video summarization.
Research Assistant At Cylab - Computer Vision | Inference Optimization
Deployed a Bird’s Eye View Representation algorithm for self-driving cars in Jetson Xavier aarch64 machine. The algorithm provides road segmentation in the birds’ eye view and involves EfficientNet-b0 feature extraction model for encoding the camera and lidar input from Nu-Scenes.Accelerated this Computer Vision pipeline Algorithm in CUDA by 5x and further improved the performance speed by 3x by exporting the EfficientNet feature extraction model into TensorRT via Onnx.
Technical Head
Research Intern
Collaborated in developing and analyzing medical devices and robots for COVID-19 oral testing.
Vishnu Mh education
Master Of Science - Ms, Robotics Specialization
Bachelor Of Technology - Btech (Honors)
Frequently asked questions about Vishnu Mh
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What company does Vishnu Mh work for?
Vishnu Mh works for Meta.
What is Vishnu Mh's role at Meta?
Vishnu Mh is listed as Computer Vision Engineer @ Meta | CMU Grad | Robotics @ NUS | NIT Trichy at Meta.
Where is Vishnu Mh based?
Vishnu Mh is based in Mountain View, California, United States while working with Meta.
What companies has Vishnu Mh worked for?
Vishnu Mh has worked for Meta, Carnegie Mellon University Robotics Institute, Carnegie Mellon University, Designers' Consortium- Product Designing Club Of Nit Trichy, and National University Of Singapore.
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What schools did Vishnu Mh attend?
Vishnu Mh holds Master Of Science - Ms, Robotics Specialization from Carnegie Mellon University.
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