divyang rana

Working on computer vision topics to solve object detection.

-Generation of synthetic images from 3D CAD for deep learning based object detection in assembly processes. - Developed a python script that automatically disassembles the CAD model into its parts and subassemblies. - Use of the disassembled parts to generate images in Unity3D automatically. - Data processing for YOLO Model. - Training and testing the Yolo model.

-Quality inspection of machined plates using a machine vision system. - Image acquisition system design. - Collection of the images. - Research on existing methods. - Developing a CNN model for classification.

- Designing different dimensions telescopic sliding channels. - Managing the manufacturing process of the sliding channels. - Documentation of the work.