Ravibhai Makodbhai Vaghasiya

I am doing my master's Thesis on the topic of " Challenges and opportunities in Multitask Learning for environment perception". I do work to find optimal weighting Parameters and optimal locations to branch the joint path of multi-task learning into the task-specific path in Multitask Learning network. Multitask network predicts the semantíc segmentation mask and disparity maps with additional capacity of unknown object detection.

Unknown object detection in semantic segmentation and depth estimation using convolution neural network. Autonomous driving function developments.

International automotive engineering