Introduction to Robotics: Robotics development has been there for decades, but even after two decades into the 21st century, we are still unable to draw the true potential of robotics, and realize ...
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Animal Pose Estimation: Fine-tuning YOLOv8 Pose Models
Animal pose estimation is an area of research within computer vision, a subfield of artificial intelligence, focused on automatically detecting and analyzing the postures and positions of animals in ...
Object Keypoint Similarity in Keypoint Detection
In the constantly evolving field of computer vision, understanding the precise structure and pose of objects is essential. Whether it's detecting a specific object in a cluttered scene or analyzing ...
A Closer Look at CVAT: Perfecting Your Annotations
The backbone of every computer vision application is the data used. The quality of data determines how good the final application will perform. It is needless to say that sometimes we need to collect ...
Understanding Attention Mechanism in Transformer Neural Networks
The just concluded 2022 was an incredible year for many advances in artificial intelligence. Most of the recently celebrated landmarks in AI have been driven by a particular class of models called ...
Build an AI Fitness Trainer Using MediaPipe For Squat Analysis
This article aims to build an AI fitness trainer that can help you perform squats seamlessly, irrespective of whether you are a beginner or a pro. To achieve this task, we can harness the power of a ...