Hello I'm Soumyadip, I am presently working as a Sr. Computer Vision Engineer at Opencv University.
Previously, I worked as a Research Engineer at Infosys CAI, IIIT Delhi, focusing on Perception for the Autonomous Vehicle project ALIVE, under the guidance of Dr. Saket Anand and Dr. Sanjit Kaul. My main contributions were to the ADAS stack, HD-Map generation pipeline, Traffic Light Following (DL & Planning), and the development of a Virtual Testbed for AV testing.
I graduated on 2022, with a Bachelor of Technology (B. Tech) degree in the field of Electrical Engineering from IEM, Kolkata. During my graduation I worked as a research intern at IIT KGP under Dr. Debashish Chakravarty for landscape segmentation on satelite data and at Uni. of New South Wales(UNSW) under Dr. Tanmoy Dam worked on prior learning for GAN, generative clustering. I’m also a Kaggle Competition Expert, I predominantly participated in Object Detection and Segmentation competitions.
Skills: Python, C++, Carla, ROS, PyTorch, Linux, Git and W&B
Email ID: soumya997.sarkar@gmail.com ; soumyadips@iiitd.ac.in
- Sartorius - Cell Instance Segmentation [TOP 15%, No medal]
GITHUB - TensorFlow - Great Barrier Reef [57th - TOP 3%, Silver medal]
GITHUB - HuBMAP + HPA - Hacking the Human Body [TOP 6%, Bronze Medal]
GITHUB
- A Novel Approach for Urban Unsupervised Segmentation Classification in SAR Polarimetry
- COVID-DeepNet: Deep Convolutional Neural Network Architecture Designed for Early Prognosis of COVID-19 Using Post-anterior View of Chest X-Rays
- Analysis of Depth Sensing and Lane Detection Algorithms for Advanced Driver Assistance Systems
- https://soumya997.github.io/
- https://www.kaggle.com/soumya9977/notebooks
- https://learnopencv.com/author/soumyadip/
Tages:
Robotics,Deep Learning,Computer Vision,Localization,Object detection,Segmentation,Vision Transformer,GAN,AV,Competitive ML