2024 is a year of YOLO models. After the release of Ultralytics YOLOv8 in 2023, we got YOLOv9 and YOLOv10 this year, but wait, it’s not the end! Ultralytics YOLO11 is finally here, revealed at the ...
YOLOv9 Instance Segmentation on Medical Dataset
Deep learning has revolutionized medical image analysis. By identifying complex patterns within medical images, it helps us to interpret crucial insights about our biological systems. So, if you ever ...
Getting Started with YOLOv5 Instance Segmentation
The YOLOv5 object detection models are well known for their excellent performance and optimized inference speed. Recently the support for instance segmentation has also been added to the codebase. ...
Document Segmentation Using Deep Learning in PyTorch
Document Scanning is a background segmentation problem that can be solved using various methods. It is one of the extensively used applications of computer vision. In this article, we are considering ...
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 ...
Otsu’s Thresholding with OpenCV
In this post, we will examine Otsu's method for automatic image thresholding. What is Image Thresholding? Image thresholding is used to binarize the image based on pixel intensities. The ...