In this post, we will discuss an object detection approach that leverages the understanding of the objects' structure and the context of the image by enumerating objects' characteristics and ...
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Ensemble Deep Learning-based Defect Classification and Detection in SEM Images
Today’s post will teach how computer vision impacts the semiconductor industry with a specific example of defect detection and classification. Introduction A semiconductor manufacturing ...
Building Industrial embedded deep learning inference pipelines with TensorRT
You can scarcely find a good article on deploying computer vision systems in industrial scenarios. So, we decided to write a blog post series on the topic. The topics we will cover in this ...
Transfer Learning for Medical Images
Our consulting company, Big Vision, has a long history of solving challenging computer vision and AI problems in diverse fields ranging from document analysis, security, manufacturing, real estate, ...
Stereo Vision and Depth Estimation using OpenCV AI Kit
Gone are the days when setting up the proper hardware and software for a stereo vision project was arduous. Thanks to OpenCV and Luxonis, you no longer have to worry about cumbersome initial ...
Introduction to OAK-D and DepthAI
This is the first post of a series on programming OpenCV AI Kit with Depth (OAK-D), and its little sister OpenCV AI Kit with Depth Lite (OAK-D-Lite). Both OAK-D and OAK-D Lite are spatial AI cameras. ...