Vaishvik Chaudhari

Performed troubleshooting, basic changes, fixes to WPF application. Integrated 2 C++ module in the app interface. Improved legacy code of OCV-OCR module and reduced execution time by 10%, and tested this code on the machine successfully.

Developed a system that can compute 3‐D locations of an object in from 2D image. Used a stereo camera to capture the object. To implement image processing pipeline i had to learn image distortion, image segmentation, feature extraction and feature matching, triangulation. Worked both independently and collaboratively in fast-paced laboratory environment. Developed macros, special formulas and other actions to produce reliable and consistent statistical reviews.

Designed, developed, modified and debugged programs, for unsupervised pre‐training procedure. Trained a CNN model for classification on the cifar100 data set. Made another model with four dense layers where the input is feature extracted from the CNN model. Used a greedy layer‐wise training procedure on the four layers. Developed effective skills in Python and Machine Learning as result of working independently in deadline-oriented setting.

Reflection removal aims at separating the mixture of the desired scene and the undesired reflections from Digital images. It does background Edge Selection successfully. Participated in continuous improvement by generating suggestions, engaging in problem-solving activities to support teamwork.