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Xailient Leverages Vision Systems, Artificial Intelligence, and Evolutionary Biology
What’s the connection between vision systems, artificial intelligence (AI), and evolutionary biology? Xailient co-founder and CTO, Shivy Yohanandan is here to provide the...
What are the Different Face Recognition Categories and How do they Work?
Let’s demystify the science behind face recognition systems, face recognition categories, and how they work. Face recognition systems have been used for biometric authentication,...
How has Face Recognition Advanced since the 1960s?
The concept of face recognition is not new, nor is its implementation. The evolution of face recognition is fascinating and using computers to recognize faces has been dated back...
Real-Time Vehicle Detection with MobileNet SSD and Xailient
From vehicle counting and smart parking systems to advanced or autonomous driving assistant systems (ADAS), the demand for real-time vehicle detection – detecting cars, buses,...
Model Compression Allows Real-Time, Edge AI Processing
Many real-world applications demand real-time, Edge AI processing capabilities. Given this need, model compression will become increasingly important. Whether you’re new to...
What is Mean Average Precision (MAP) and how does it work
One can be forgiven for taking mean average precision (MAP) to literally mean the average of precisions. Nevertheless, you couldn’t be further from the truth! Let me explain....
Parallel Processing Using Python for Faster Video Processing
How can we speed up video processing? Parallel processing is the answer! If you want to process a number of video files, it might take from minutes to hours, depending on the...
How to Annotate Your Images Using the MakeSense Tool
In this post, we will cover the details of annotating images using the MakeSense annotation tool. Imagine you just got an exciting project where you have to build a program to...
Exploring Data Labeling and the 6 Different Types of Image Annotation
Data labeling is an essential step in a supervised machine learning task. The same is true for image annotation. Data labeling and image annotations must work together to paint a...