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tathya7/README.md

Hi there, I'm Tathya!

Deep Learning & Robotics Enthusiast

  • 🎓 Robotics & AI Engineer | M.Eng Robotics @ UMD
  • 🤖 Specializing in Robotics Perception, Deep Learning & Computer Vision
  • 🏆 Passionate about Multimodal AI, VLMs & Vision-guided Robotics
  • Reach me at:- [email protected]

Skills & Tech Stack

Python C++ ROS2 MATLAB Pytorch

Keras TensorFlow CUDA OpenCV Scikit Learn OpenAI Gym

Git MoveIt Docker CI/CD Google Cloud

Most Used Languages


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  1. TransUNet-based-Autonomous-Scene-Segmentation TransUNet-based-Autonomous-Scene-Segmentation Public

    This project utilizes a novel application of Swin Transformer with UNet in the field of autonomous driving scene segmentation.

    Python 1

  2. Video-Temporal-Consistency-Analysis Video-Temporal-Consistency-Analysis Public

    Forked from MayankD409/Video-Temporal-Consistency-Analysis

    A comprehensive framework for evaluating temporal coherence in multimodal foundation models, featuring novel metrics like CLIPGain and BERTScore, tested on benchmarks such as TOMATO and MSR-VTT.

    Python 1

  3. Nav2TurtleBot Nav2TurtleBot Public

    This ROS2 project utilizes a TurtleBot3 waffle robot for navigation through predefined ARuCo waypoints.

    Python

  4. Project-Clearpath Project-Clearpath Public

    Forked from sriramprasadkothapalli/project_clearpath

    A C++ Implementation of an Autonomous Debris Cleaning Robot: Leveraging Agile Development, UML Design, and Comprehensive Planning showcasing Robust Software Engineering

    HTML 1

  5. Reinforcement-Learning-based-Mobile-Robot-Navigation-using-TD3 Reinforcement-Learning-based-Mobile-Robot-Navigation-using-TD3 Public

    A Reinforcement Learning approach for Autonomous Navigation using TD3 Algorithm to make robust learning using deep neural architecture

    Python 3

  6. Development-of-Stereo-Vision-System Development-of-Stereo-Vision-System Public

    This project implements a Stereo Vision System to extract depth information from stereo image pairs. The system uses advanced computer vision techniques, including camera calibration, stereo rectif…

    1