Process Flow Diagrams play a vital role in the chemical process industry. In this repository, I try to generate synthetic data to train an object detection model for detection of candidate of objects ...

Object Detection in PID Diagrams | With a plethora of object detection models available ranging from Detectron2 to YOLO, we have developed a model that could learn with minimal data. The data ...

Although the image object detection technology developed quickly, the object detection in videos has special conditions such as motion blur, video defocus, part occlusion, rare posture, and needs to ...

Object detection: a deep-learning approach is used to detect vehicles in LiDAR data based on a birds-eye view perspective of the 3D point-cloud. ... The following diagram contains an outline of the ...

This paper describes the effort of implementation of object detection architectures into data mining for physical asset management purpose. Data mining in asset management often relates to the ...

The researchers used two datasets of 2D picture data to evaluate the model—the well-known KITTI dataset with the more difficult, substantial Waymo dataset. They found out that MonoCon can operate 55 ...