Weed Plant Detection In Grasslands
Interdisciplinary Project in association with Paltech Robotics.
Developed algorithm to integrate object detection on plants
and deployed on NVIDIA Jetson Nano for real-time inference.
Dushyant Dave's Portfolio
Hello there! I am an Informatics student at TU Munich.
I like academic research and I love to code.
My areas of interest are Computer Vision, Robotics and Machine Learning.
Application of Embedding Based Face Recognition
MASTER'S INTERNSHIP in association with IBM and TUM
Openpower.
Built web application for facial recognition with
one-shot learning capability.
Emotional Awareness for Maintaining Safe Functionality of the AI-based Applications in Vehicle
Master's Seminar under Chair of RCI at TU Munich. Researched and analysed algorithms to classify human emotions from car's in-cabin sensor to improve passenger safety.
Technical Expertise
Below are my technical skills that I learned by doing projects, online courses and academic courses.
Deep Learning Stack
- Pytorch and Tensorflow framework.
- Python and CUDA programming.
- Numpy, Sci-kit Learn, Matplotlib, etc.
- Hardware interfacing using TensorRT.
- Model conversion using ONNX.
General Programming Stack
- C/C++
- Python
- Dart
- SQL
- GitHub and Gitlab
Computer Vision
- Matlab
- OpenCV
- Boost libraries
- Dlib
- Eigen
Cloud Applications
- HTML/CSS/JavaScript.
- Docker and Kubernetes.
- Deployment on AWS, GCP and Azure.
Additional skills
- Independent research ability.
- Presentation skills.
- Team player.
- Documentation and code cleaning.
Operating Systems
Adept at Linux, Mac OS and Windows.