The recent trend in the development of larger and larger Deep Learning models for a slight increase in accuracy raises the concern about their computational efficiency and wide scaled usability. We ...
TensorFlow Lite: Model Optimization for
Custom Object Detection Training using YOLOv5
IntroductionWhat is YOLOv5?Models Available in YOLOv5Features Provided by YOLOv5Custom Object Detection Training using YOLOv5Approach for Custom TrainingThe Custom Training CodePreparing the ...
AUTOSAR C++ compliant deep learning inference with TensorRT
If you are unfamiliar with safety compliance and are debating whether or not to read this blog post, let’s answer the most important question first. Why should you read this blog post?What can we ...
Disparity Estimation Using Deep Learning
A conventional video or picture captures the three-dimensional world in two dimensions, losing crucial information regarding depth, which many applications now demand. Depth estimation is a ...
Top 10 Sources to Find Computer Vision and AI Models
The AI community generously shares code, model architectures, and even models trained on large datasets. We are standing on the shoulders of giants, which is why the industry is adopting AI so ...
Multi-Attribute and Graph-based Object Detection
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 ...
