Category: Object Detection

In this deep learning tutorial, we use Faster RCNN ResNet50 deep learning object detector to detect potholes in roads. We use a PyTorch pretrained model and fine tune it to train on our own pothole images dataset. ...

In this article, readers will get to know how to use the Faster RCNN object detector pretrained on the COCO dataset for object detection. Readers will get to detect objects in images and videos using the PyTorch deep learning framework. ...

This article explains the different evaluation metrics for deep learning object detection techniques. These include Average Precision (AP), Intersection over Union (IoU), and mean Average Precision (mAP) ...

Many beginners in the field of computer vision and deep learning start with image classification. After exploring much deep learning image classification techniques, datasets, and architectures, they want to try something more exciting and challenging. And most of them move towards deep learning for object detection. But soon they realise that there are numerous techniques […] ...

In this blog post, we use Histogram of Oriented Gradients (HOG) for Fast and Accurate Person Detection. ...